{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "3302cee5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <a href=\"https://bokeh.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n",
       "        <span id=\"1002\">Loading BokehJS ...</span>\n",
       "    </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "(function(root) {\n",
       "  function now() {\n",
       "    return new Date();\n",
       "  }\n",
       "\n",
       "  var force = true;\n",
       "\n",
       "  if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n",
       "    root._bokeh_onload_callbacks = [];\n",
       "    root._bokeh_is_loading = undefined;\n",
       "  }\n",
       "\n",
       "  var JS_MIME_TYPE = 'application/javascript';\n",
       "  var HTML_MIME_TYPE = 'text/html';\n",
       "  var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n",
       "  var CLASS_NAME = 'output_bokeh rendered_html';\n",
       "\n",
       "  /**\n",
       "   * Render data to the DOM node\n",
       "   */\n",
       "  function render(props, node) {\n",
       "    var script = document.createElement(\"script\");\n",
       "    node.appendChild(script);\n",
       "  }\n",
       "\n",
       "  /**\n",
       "   * Handle when an output is cleared or removed\n",
       "   */\n",
       "  function handleClearOutput(event, handle) {\n",
       "    var cell = handle.cell;\n",
       "\n",
       "    var id = cell.output_area._bokeh_element_id;\n",
       "    var server_id = cell.output_area._bokeh_server_id;\n",
       "    // Clean up Bokeh references\n",
       "    if (id != null && id in Bokeh.index) {\n",
       "      Bokeh.index[id].model.document.clear();\n",
       "      delete Bokeh.index[id];\n",
       "    }\n",
       "\n",
       "    if (server_id !== undefined) {\n",
       "      // Clean up Bokeh references\n",
       "      var cmd = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n",
       "      cell.notebook.kernel.execute(cmd, {\n",
       "        iopub: {\n",
       "          output: function(msg) {\n",
       "            var id = msg.content.text.trim();\n",
       "            if (id in Bokeh.index) {\n",
       "              Bokeh.index[id].model.document.clear();\n",
       "              delete Bokeh.index[id];\n",
       "            }\n",
       "          }\n",
       "        }\n",
       "      });\n",
       "      // Destroy server and session\n",
       "      var cmd = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n",
       "      cell.notebook.kernel.execute(cmd);\n",
       "    }\n",
       "  }\n",
       "\n",
       "  /**\n",
       "   * Handle when a new output is added\n",
       "   */\n",
       "  function handleAddOutput(event, handle) {\n",
       "    var output_area = handle.output_area;\n",
       "    var output = handle.output;\n",
       "\n",
       "    // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n",
       "    if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n",
       "      return\n",
       "    }\n",
       "\n",
       "    var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
       "\n",
       "    if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n",
       "      toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n",
       "      // store reference to embed id on output_area\n",
       "      output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
       "    }\n",
       "    if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
       "      var bk_div = document.createElement(\"div\");\n",
       "      bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
       "      var script_attrs = bk_div.children[0].attributes;\n",
       "      for (var i = 0; i < script_attrs.length; i++) {\n",
       "        toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
       "        toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n",
       "      }\n",
       "      // store reference to server id on output_area\n",
       "      output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
       "    }\n",
       "  }\n",
       "\n",
       "  function register_renderer(events, OutputArea) {\n",
       "\n",
       "    function append_mime(data, metadata, element) {\n",
       "      // create a DOM node to render to\n",
       "      var toinsert = this.create_output_subarea(\n",
       "        metadata,\n",
       "        CLASS_NAME,\n",
       "        EXEC_MIME_TYPE\n",
       "      );\n",
       "      this.keyboard_manager.register_events(toinsert);\n",
       "      // Render to node\n",
       "      var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
       "      render(props, toinsert[toinsert.length - 1]);\n",
       "      element.append(toinsert);\n",
       "      return toinsert\n",
       "    }\n",
       "\n",
       "    /* Handle when an output is cleared or removed */\n",
       "    events.on('clear_output.CodeCell', handleClearOutput);\n",
       "    events.on('delete.Cell', handleClearOutput);\n",
       "\n",
       "    /* Handle when a new output is added */\n",
       "    events.on('output_added.OutputArea', handleAddOutput);\n",
       "\n",
       "    /**\n",
       "     * Register the mime type and append_mime function with output_area\n",
       "     */\n",
       "    OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
       "      /* Is output safe? */\n",
       "      safe: true,\n",
       "      /* Index of renderer in `output_area.display_order` */\n",
       "      index: 0\n",
       "    });\n",
       "  }\n",
       "\n",
       "  // register the mime type if in Jupyter Notebook environment and previously unregistered\n",
       "  if (root.Jupyter !== undefined) {\n",
       "    var events = require('base/js/events');\n",
       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
       "\n",
       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
       "      register_renderer(events, OutputArea);\n",
       "    }\n",
       "  }\n",
       "\n",
       "  \n",
       "  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "    root._bokeh_timeout = Date.now() + 5000;\n",
       "    root._bokeh_failed_load = false;\n",
       "  }\n",
       "\n",
       "  var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "     \"<div style='background-color: #fdd'>\\n\"+\n",
       "     \"<p>\\n\"+\n",
       "     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "     \"</p>\\n\"+\n",
       "     \"<ul>\\n\"+\n",
       "     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "     \"</ul>\\n\"+\n",
       "     \"<code>\\n\"+\n",
       "     \"from bokeh.resources import INLINE\\n\"+\n",
       "     \"output_notebook(resources=INLINE)\\n\"+\n",
       "     \"</code>\\n\"+\n",
       "     \"</div>\"}};\n",
       "\n",
       "  function display_loaded() {\n",
       "    var el = document.getElementById(\"1002\");\n",
       "    if (el != null) {\n",
       "      el.textContent = \"BokehJS is loading...\";\n",
       "    }\n",
       "    if (root.Bokeh !== undefined) {\n",
       "      if (el != null) {\n",
       "        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n",
       "      }\n",
       "    } else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(display_loaded, 100)\n",
       "    }\n",
       "  }\n",
       "\n",
       "\n",
       "  function run_callbacks() {\n",
       "    try {\n",
       "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
       "        if (callback != null)\n",
       "          callback();\n",
       "      });\n",
       "    } finally {\n",
       "      delete root._bokeh_onload_callbacks\n",
       "    }\n",
       "    console.debug(\"Bokeh: all callbacks have finished\");\n",
       "  }\n",
       "\n",
       "  function load_libs(css_urls, js_urls, callback) {\n",
       "    if (css_urls == null) css_urls = [];\n",
       "    if (js_urls == null) js_urls = [];\n",
       "\n",
       "    root._bokeh_onload_callbacks.push(callback);\n",
       "    if (root._bokeh_is_loading > 0) {\n",
       "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "      return null;\n",
       "    }\n",
       "    if (js_urls == null || js_urls.length === 0) {\n",
       "      run_callbacks();\n",
       "      return null;\n",
       "    }\n",
       "    console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "    root._bokeh_is_loading = css_urls.length + js_urls.length;\n",
       "\n",
       "    function on_load() {\n",
       "      root._bokeh_is_loading--;\n",
       "      if (root._bokeh_is_loading === 0) {\n",
       "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
       "        run_callbacks()\n",
       "      }\n",
       "    }\n",
       "\n",
       "    function on_error(url) {\n",
       "      console.error(\"failed to load \" + url);\n",
       "    }\n",
       "\n",
       "    for (let i = 0; i < css_urls.length; i++) {\n",
       "      const url = css_urls[i];\n",
       "      const element = document.createElement(\"link\");\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error.bind(null, url);\n",
       "      element.rel = \"stylesheet\";\n",
       "      element.type = \"text/css\";\n",
       "      element.href = url;\n",
       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
       "      document.body.appendChild(element);\n",
       "    }\n",
       "\n",
       "    const hashes = {\"https://cdn.bokeh.org/bokeh/release/bokeh-2.3.2.min.js\": \"XypntL49z55iwGVUW4qsEu83zKL3XEcz0MjuGOQ9SlaaQ68X/g+k1FcioZi7oQAc\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.3.2.min.js\": \"bEsM86IHGDTLCS0Zod8a8WM6Y4+lafAL/eSiyQcuPzinmWNgNO2/olUF0Z2Dkn5i\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.3.2.min.js\": \"TX0gSQTdXTTeScqxj6PVQxTiRW8DOoGVwinyi1D3kxv7wuxQ02XkOxv0xwiypcAH\"};\n",
       "\n",
       "    for (let i = 0; i < js_urls.length; i++) {\n",
       "      const url = js_urls[i];\n",
       "      const element = document.createElement('script');\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error.bind(null, url);\n",
       "      element.async = false;\n",
       "      element.src = url;\n",
       "      if (url in hashes) {\n",
       "        element.crossOrigin = \"anonymous\";\n",
       "        element.integrity = \"sha384-\" + hashes[url];\n",
       "      }\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "  };\n",
       "\n",
       "  function inject_raw_css(css) {\n",
       "    const element = document.createElement(\"style\");\n",
       "    element.appendChild(document.createTextNode(css));\n",
       "    document.body.appendChild(element);\n",
       "  }\n",
       "\n",
       "  \n",
       "  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.3.2.min.js\"];\n",
       "  var css_urls = [];\n",
       "  \n",
       "\n",
       "  var inline_js = [\n",
       "    function(Bokeh) {\n",
       "      Bokeh.set_log_level(\"info\");\n",
       "    },\n",
       "    function(Bokeh) {\n",
       "    \n",
       "    \n",
       "    }\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    \n",
       "    if (root.Bokeh !== undefined || force === true) {\n",
       "      \n",
       "    for (var i = 0; i < inline_js.length; i++) {\n",
       "      inline_js[i].call(root, root.Bokeh);\n",
       "    }\n",
       "    if (force === true) {\n",
       "        display_loaded();\n",
       "      }} else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(run_inline_js, 100);\n",
       "    } else if (!root._bokeh_failed_load) {\n",
       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "      root._bokeh_failed_load = true;\n",
       "    } else if (force !== true) {\n",
       "      var cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n",
       "      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "    }\n",
       "\n",
       "  }\n",
       "\n",
       "  if (root._bokeh_is_loading === 0) {\n",
       "    console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "    run_inline_js();\n",
       "  } else {\n",
       "    load_libs(css_urls, js_urls, function() {\n",
       "      console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "      run_inline_js();\n",
       "    });\n",
       "  }\n",
       "}(window));"
      ],
      "application/vnd.bokehjs_load.v0+json": "\n(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  var force = true;\n\n  if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n    root._bokeh_onload_callbacks = [];\n    root._bokeh_is_loading = undefined;\n  }\n\n  \n\n  \n  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  var NB_LOAD_WARNING = {'data': {'text/html':\n     \"<div style='background-color: #fdd'>\\n\"+\n     \"<p>\\n\"+\n     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded() {\n    var el = document.getElementById(\"1002\");\n    if (el != null) {\n      el.textContent = \"BokehJS is loading...\";\n    }\n    if (root.Bokeh !== undefined) {\n      if (el != null) {\n        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(display_loaded, 100)\n    }\n  }\n\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n\n    root._bokeh_onload_callbacks.push(callback);\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls == null || js_urls.length === 0) {\n      run_callbacks();\n      return null;\n    }\n    console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n\n    function on_error(url) {\n      console.error(\"failed to load \" + url);\n    }\n\n    for (let i = 0; i < css_urls.length; i++) {\n      const url = css_urls[i];\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error.bind(null, url);\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }\n\n    const hashes = {\"https://cdn.bokeh.org/bokeh/release/bokeh-2.3.2.min.js\": \"XypntL49z55iwGVUW4qsEu83zKL3XEcz0MjuGOQ9SlaaQ68X/g+k1FcioZi7oQAc\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.3.2.min.js\": \"bEsM86IHGDTLCS0Zod8a8WM6Y4+lafAL/eSiyQcuPzinmWNgNO2/olUF0Z2Dkn5i\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.3.2.min.js\": \"TX0gSQTdXTTeScqxj6PVQxTiRW8DOoGVwinyi1D3kxv7wuxQ02XkOxv0xwiypcAH\"};\n\n    for (let i = 0; i < js_urls.length; i++) {\n      const url = js_urls[i];\n      const element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error.bind(null, url);\n      element.async = false;\n      element.src = url;\n      if (url in hashes) {\n        element.crossOrigin = \"anonymous\";\n        element.integrity = \"sha384-\" + hashes[url];\n      }\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  \n  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.3.2.min.js\"];\n  var css_urls = [];\n  \n\n  var inline_js = [\n    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\n    function(Bokeh) {\n    \n    \n    }\n  ];\n\n  function run_inline_js() {\n    \n    if (root.Bokeh !== undefined || force === true) {\n      \n    for (var i = 0; i < inline_js.length; i++) {\n      inline_js[i].call(root, root.Bokeh);\n    }\n    if (force === true) {\n        display_loaded();\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    } else if (force !== true) {\n      var cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n    }\n\n  }\n\n  if (root._bokeh_is_loading === 0) {\n    console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n    run_inline_js();\n  } else {\n    load_libs(css_urls, js_urls, function() {\n      console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n      run_inline_js();\n    });\n  }\n}(window));"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"3ab7cd44-b0b2-4668-9a33-8d163c77dc6b\" data-root-id=\"1003\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
       "  var docs_json = {\"1b3c2d4b-fd04-424b-b056-2bf0884f2e43\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1012\"}],\"center\":[{\"id\":\"1015\"},{\"id\":\"1019\"}],\"height\":400,\"left\":[{\"id\":\"1016\"}],\"renderers\":[{\"id\":\"1037\"}],\"title\":{\"id\":\"1039\"},\"toolbar\":{\"id\":\"1027\"},\"width\":400,\"x_range\":{\"id\":\"1004\"},\"x_scale\":{\"id\":\"1008\"},\"y_range\":{\"id\":\"1006\"},\"y_scale\":{\"id\":\"1010\"}},\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"1025\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"1008\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1006\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1010\",\"type\":\"LinearScale\"},{\"attributes\":{\"formatter\":{\"id\":\"1046\"},\"major_label_policy\":{\"id\":\"1045\"},\"ticker\":{\"id\":\"1017\"}},\"id\":\"1016\",\"type\":\"LinearAxis\"},{\"attributes\":{\"formatter\":{\"id\":\"1043\"},\"major_label_policy\":{\"id\":\"1042\"},\"ticker\":{\"id\":\"1013\"}},\"id\":\"1012\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1013\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1045\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"1012\"},\"ticker\":null},\"id\":\"1015\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1046\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"axis\":{\"id\":\"1016\"},\"dimension\":1,\"ticker\":null},\"id\":\"1019\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1017\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1042\",\"type\":\"AllLabels\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"navy\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"navy\"},\"size\":{\"value\":20},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1036\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1021\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"active_multi\":null,\"tools\":[{\"id\":\"1020\"},{\"id\":\"1021\"},{\"id\":\"1022\"},{\"id\":\"1023\"},{\"id\":\"1024\"},{\"id\":\"1025\"}]},\"id\":\"1027\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1020\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"1026\"}},\"id\":\"1022\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1023\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"1024\",\"type\":\"ResetTool\"},{\"attributes\":{\"source\":{\"id\":\"1034\"}},\"id\":\"1038\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1034\"},\"glyph\":{\"id\":\"1035\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1036\"},\"view\":{\"id\":\"1038\"}},\"id\":\"1037\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"navy\"},\"line_alpha\":{\"value\":0.5},\"line_color\":{\"value\":\"navy\"},\"size\":{\"value\":20},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1035\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1047\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1043\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1048\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1004\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1039\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"x\":[1,2,3,4,5],\"y\":[6,8,2,4,5]},\"selected\":{\"id\":\"1048\"},\"selection_policy\":{\"id\":\"1047\"}},\"id\":\"1034\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1026\",\"type\":\"BoxAnnotation\"}],\"root_ids\":[\"1003\"]},\"title\":\"Bokeh Application\",\"version\":\"2.3.2\"}};\n",
       "  var render_items = [{\"docid\":\"1b3c2d4b-fd04-424b-b056-2bf0884f2e43\",\"root_ids\":[\"1003\"],\"roots\":{\"1003\":\"3ab7cd44-b0b2-4668-9a33-8d163c77dc6b\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1003"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 导入库\n",
    "from bokeh.plotting import figure, output_notebook, show\n",
    "output_notebook() # 在notebook中显示\n",
    "\n",
    "# 数据\n",
    "x = [1,2,3,4,5]\n",
    "y = [6,8,2,4,5]\n",
    "\n",
    "# 画布：尺寸\n",
    "p = figure(plot_width=400, plot_height = 400)\n",
    "p.circle(x,y,size=20,color=\"navy\",alpha=0.5)\n",
    "\n",
    "# 显示\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "29d37eda",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"a578fb91-5a9e-4890-8b7a-85d33e2862e2\" data-root-id=\"1457\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
       "  var docs_json = {\"978da457-9597-462e-ac49-76be2bbb59ee\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"1456\"},{\"id\":\"1454\"}]},\"id\":\"1457\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"1418\",\"type\":\"HelpTool\"},{\"attributes\":{\"source\":{\"id\":\"1356\"}},\"id\":\"1360\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1450\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"1409\"},\"dimension\":1,\"ticker\":null},\"id\":\"1412\",\"type\":\"Grid\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#7FC97F\"},\"inner_radius\":{\"units\":\"screen\",\"value\":10},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#7FC97F\"},\"outer_radius\":{\"units\":\"screen\",\"value\":20},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1429\",\"type\":\"Annulus\"},{\"attributes\":{\"end_angle\":{\"value\":4.1},\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#8888ee\"},\"inner_radius\":{\"units\":\"screen\",\"value\":10},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#8888ee\"},\"outer_radius\":{\"units\":\"screen\",\"value\":20},\"start_angle\":{\"value\":0.6},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1358\",\"type\":\"AnnularWedge\"},{\"attributes\":{},\"id\":\"1439\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1414\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"1451\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1413\",\"type\":\"PanTool\"},{\"attributes\":{\"text\":\"annulus\"},\"id\":\"1395\",\"type\":\"Title\"},{\"attributes\":{\"overlay\":{\"id\":\"1419\"}},\"id\":\"1415\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1416\",\"type\":\"SaveTool\"},{\"attributes\":{\"active_multi\":null,\"tools\":[{\"id\":\"1413\"},{\"id\":\"1414\"},{\"id\":\"1415\"},{\"id\":\"1416\"},{\"id\":\"1417\"},{\"id\":\"1418\"}]},\"id\":\"1420\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1417\",\"type\":\"ResetTool\"},{\"attributes\":{\"below\":[{\"id\":\"1405\"}],\"center\":[{\"id\":\"1408\"},{\"id\":\"1412\"}],\"height\":200,\"left\":[{\"id\":\"1409\"}],\"renderers\":[{\"id\":\"1430\"}],\"title\":{\"id\":\"1395\"},\"toolbar\":{\"id\":\"1420\"},\"toolbar_location\":null,\"width\":200,\"x_range\":{\"id\":\"1397\"},\"x_scale\":{\"id\":\"1401\"},\"y_range\":{\"id\":\"1399\"},\"y_scale\":{\"id\":\"1403\"}},\"id\":\"1394\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"data_source\":{\"id\":\"1356\"},\"glyph\":{\"id\":\"1357\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1358\"},\"view\":{\"id\":\"1360\"}},\"id\":\"1359\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAD4vwAAAAAAAPC/AAAAAAAA4L8AAAAAAAAAAAAAAAAAAOA/AAAAAAAA8D8AAAAAAAD4PwAAAAAAAABA\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"AAAAAAAAEEAAAAAAAAACQAAAAAAAAPA/AAAAAAAA0D8AAAAAAAAAAAAAAAAAANA/AAAAAAAA8D8AAAAAAAACQAAAAAAAABBA\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"1451\"},\"selection_policy\":{\"id\":\"1450\"}},\"id\":\"1427\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1427\"},\"glyph\":{\"id\":\"1428\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1429\"},\"view\":{\"id\":\"1431\"}},\"id\":\"1430\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"toolbar\":{\"id\":\"1455\"},\"toolbar_location\":\"above\"},\"id\":\"1456\",\"type\":\"ToolbarBox\"},{\"attributes\":{},\"id\":\"1346\",\"type\":\"ResetTool\"},{\"attributes\":{\"below\":[{\"id\":\"1334\"}],\"center\":[{\"id\":\"1337\"},{\"id\":\"1341\"}],\"height\":200,\"left\":[{\"id\":\"1338\"}],\"renderers\":[{\"id\":\"1359\"}],\"title\":{\"id\":\"1324\"},\"toolbar\":{\"id\":\"1349\"},\"toolbar_location\":null,\"width\":200,\"x_range\":{\"id\":\"1326\"},\"x_scale\":{\"id\":\"1330\"},\"y_range\":{\"id\":\"1328\"},\"y_scale\":{\"id\":\"1332\"}},\"id\":\"1323\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"1440\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1427\"}},\"id\":\"1431\",\"type\":\"CDSView\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1348\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"end_angle\":{\"value\":4.1},\"fill_color\":{\"value\":\"#8888ee\"},\"inner_radius\":{\"units\":\"screen\",\"value\":10},\"line_color\":{\"value\":\"#8888ee\"},\"outer_radius\":{\"units\":\"screen\",\"value\":20},\"start_angle\":{\"value\":0.6},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1357\",\"type\":\"AnnularWedge\"},{\"attributes\":{},\"id\":\"1446\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAD4vwAAAAAAAPC/AAAAAAAA4L8AAAAAAAAAAAAAAAAAAOA/AAAAAAAA8D8AAAAAAAD4PwAAAAAAAABA\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"AAAAAAAAEEAAAAAAAAACQAAAAAAAAPA/AAAAAAAA0D8AAAAAAAAAAAAAAAAAANA/AAAAAAAA8D8AAAAAAAACQAAAAAAAABBA\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"1440\"},\"selection_policy\":{\"id\":\"1439\"}},\"id\":\"1356\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"toolbars\":[{\"id\":\"1349\"},{\"id\":\"1420\"}],\"tools\":[{\"id\":\"1342\"},{\"id\":\"1343\"},{\"id\":\"1344\"},{\"id\":\"1345\"},{\"id\":\"1346\"},{\"id\":\"1347\"},{\"id\":\"1413\"},{\"id\":\"1414\"},{\"id\":\"1415\"},{\"id\":\"1416\"},{\"id\":\"1417\"},{\"id\":\"1418\"}]},\"id\":\"1455\",\"type\":\"ProxyToolbar\"},{\"attributes\":{\"text\":\"annular_wedge\"},\"id\":\"1324\",\"type\":\"Title\"},{\"attributes\":{\"children\":[[{\"id\":\"1323\"},0,0],[{\"id\":\"1394\"},0,1]]},\"id\":\"1454\",\"type\":\"GridBox\"},{\"attributes\":{},\"id\":\"1326\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1448\",\"type\":\"AllLabels\"},{\"attributes\":{\"formatter\":{\"id\":\"1438\"},\"major_label_policy\":{\"id\":\"1437\"},\"ticker\":{\"id\":\"1339\"}},\"id\":\"1338\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1345\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"1347\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"1328\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1449\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"formatter\":{\"id\":\"1446\"},\"major_label_policy\":{\"id\":\"1445\"},\"ticker\":{\"id\":\"1406\"}},\"id\":\"1405\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1332\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1330\",\"type\":\"LinearScale\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1419\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"formatter\":{\"id\":\"1435\"},\"major_label_policy\":{\"id\":\"1434\"},\"ticker\":{\"id\":\"1335\"}},\"id\":\"1334\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1410\",\"type\":\"BasicTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"1348\"}},\"id\":\"1344\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"formatter\":{\"id\":\"1449\"},\"major_label_policy\":{\"id\":\"1448\"},\"ticker\":{\"id\":\"1410\"}},\"id\":\"1409\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1335\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1438\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"axis\":{\"id\":\"1334\"},\"ticker\":null},\"id\":\"1337\",\"type\":\"Grid\"},{\"attributes\":{\"fill_color\":{\"value\":\"#7FC97F\"},\"inner_radius\":{\"units\":\"screen\",\"value\":10},\"line_color\":{\"value\":\"#7FC97F\"},\"outer_radius\":{\"units\":\"screen\",\"value\":20},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1428\",\"type\":\"Annulus\"},{\"attributes\":{},\"id\":\"1406\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1397\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1445\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"1338\"},\"dimension\":1,\"ticker\":null},\"id\":\"1341\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1399\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1434\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"1401\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1435\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1339\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1403\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1437\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"1342\",\"type\":\"PanTool\"},{\"attributes\":{\"axis\":{\"id\":\"1405\"},\"ticker\":null},\"id\":\"1408\",\"type\":\"Grid\"},{\"attributes\":{\"active_multi\":null,\"tools\":[{\"id\":\"1342\"},{\"id\":\"1343\"},{\"id\":\"1344\"},{\"id\":\"1345\"},{\"id\":\"1346\"},{\"id\":\"1347\"}]},\"id\":\"1349\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1343\",\"type\":\"WheelZoomTool\"}],\"root_ids\":[\"1457\"]},\"title\":\"Bokeh Application\",\"version\":\"2.3.2\"}};\n",
       "  var render_items = [{\"docid\":\"978da457-9597-462e-ac49-76be2bbb59ee\",\"root_ids\":[\"1457\"],\"roots\":{\"1457\":\"a578fb91-5a9e-4890-8b7a-85d33e2862e2\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1457"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 基本图元绘制\n",
    "import numpy as np\n",
    "from bokeh.layouts import gridplot\n",
    "\n",
    "#数据\n",
    "N=9\n",
    "x=np.linspace(-2, 2, N)\n",
    "y=x**2\n",
    "sizes = np.linspace(10, 20, N)\n",
    "xpts = np.array([-.09, -.12, .0, .12, .09])\n",
    "ypts = np.array([-.1, .02, .1, .02, -.1])\n",
    "\n",
    "\n",
    "#画布列表\n",
    "figures=[]\n",
    "\n",
    "p=figure(title=\"annular_wedge\",plot_width=400,plot_height=400)\n",
    "\n",
    "#绘制\n",
    "#1.aunular_wedge\n",
    "p.annular_wedge(x, y, 10, 20, 0.6, 4.1, color=\"#8888ee\",\n",
    "                inner_radius_units=\"screen\",\n",
    "                outer_radius_units=\"screen\")\n",
    "figures.append(p)\n",
    "\n",
    "#2.\n",
    "p=figure(title=\"annulus\")\n",
    "p = figure(title=\"annulus\")\n",
    "p.annulus(x, y, 10, 20,  color=\"#7FC97F\",\n",
    "          inner_radius_units=\"screen\",\n",
    "          outer_radius_units=\"screen\")\n",
    "figures.append(p)\n",
    "\n",
    "#显示图形\n",
    "#show(p)\n",
    "#显示一组图形\n",
    "show(gridplot(figures,ncols=4,plot_width=200,plot_height=200))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "710da7c9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on method arc in module bokeh.plotting.figure:\n",
      "\n",
      "arc(x={'field': 'x'}, y={'field': 'y'}, radius={'field': 'radius'}, start_angle={'field': 'start_angle'}, end_angle={'field': 'end_angle'}, direction='anticlock', *, end_angle_units='rad', line_alpha=1.0, line_cap='butt', line_color='black', line_dash=[], line_dash_offset=0, line_join='bevel', line_width=1, name=None, radius_units='data', start_angle_units='rad', syncable=True, tags=[], **kwargs) method of bokeh.plotting.figure.Figure instance\n",
      "    Configure and add :class:`~bokeh.models.glyphs.Arc` glyphs to this Figure.\n",
      "    \n",
      "    Args:\n",
      "        x (:class:`~bokeh.core.properties.NumberSpec`\\ , optional):\n",
      "            The x-coordinates of the center of the arcs.\n",
      "    \n",
      "            (default: {'field': 'x'})\n",
      "    \n",
      "        y (:class:`~bokeh.core.properties.NumberSpec`\\ , optional):\n",
      "            The y-coordinates of the center of the arcs.\n",
      "    \n",
      "            (default: {'field': 'y'})\n",
      "    \n",
      "        radius (:class:`~bokeh.core.properties.DistanceSpec`\\ , optional):\n",
      "            Radius of the arc.\n",
      "    \n",
      "            (default: {'field': 'radius'})\n",
      "    \n",
      "        start_angle (:class:`~bokeh.core.properties.AngleSpec`\\ , optional):\n",
      "            The angles to start the arcs, as measured from the horizontal.\n",
      "    \n",
      "            (default: {'field': 'start_angle'})\n",
      "    \n",
      "        end_angle (:class:`~bokeh.core.properties.AngleSpec`\\ , optional):\n",
      "            The angles to end the arcs, as measured from the horizontal.\n",
      "    \n",
      "            (default: {'field': 'end_angle'})\n",
      "    \n",
      "        direction (:class:`~bokeh.core.properties.Enum`\\ (:class:`~bokeh.core.enums.Direction`\\ ), optional):\n",
      "            Which direction to stroke between the start and end angles.\n",
      "    \n",
      "            (default: anticlock)\n",
      "    \n",
      "    \n",
      "    Keyword args:\n",
      "        end_angle_units (:class:`~bokeh.core.properties.Enum`\\ (:class:`~bokeh.core.enums.AngleUnits`\\ ), optional):\n",
      "    \n",
      "            (default: rad)\n",
      "    \n",
      "        line_alpha (:class:`~bokeh.core.properties.AlphaSpec`\\ , optional):\n",
      "            The line alpha values for the arcs.\n",
      "    \n",
      "            (default: 1.0)\n",
      "    \n",
      "        line_cap (:class:`~bokeh.core.properties.LineCapSpec`\\ , optional):\n",
      "            The line cap values for the arcs.\n",
      "    \n",
      "            (default: butt)\n",
      "    \n",
      "        line_color (:class:`~bokeh.core.properties.ColorSpec`\\ , optional):\n",
      "            The line color values for the arcs.\n",
      "    \n",
      "            (default: black)\n",
      "    \n",
      "        line_dash (:class:`~bokeh.core.properties.DashPatternSpec`\\ ):\n",
      "            The line dash values for the arcs.\n",
      "    \n",
      "            (default: [])\n",
      "    \n",
      "        line_dash_offset (:class:`~bokeh.core.properties.IntSpec`\\ ):\n",
      "            The line dash offset values for the arcs.\n",
      "    \n",
      "            (default: 0)\n",
      "    \n",
      "        line_join (:class:`~bokeh.core.properties.LineJoinSpec`\\ , optional):\n",
      "            The line join values for the arcs.\n",
      "    \n",
      "            (default: bevel)\n",
      "    \n",
      "        line_width (:class:`~bokeh.core.properties.NumberSpec`\\ , optional):\n",
      "            The line width values for the arcs.\n",
      "    \n",
      "            (default: 1)\n",
      "    \n",
      "        name (:class:`~bokeh.core.properties.Nullable`\\ (:class:`~bokeh.core.properties.String`\\ )):\n",
      "            An arbitrary, user-supplied name for this model.\n",
      "        \n",
      "            This name can be useful when querying the document to retrieve specific\n",
      "            Bokeh models.\n",
      "        \n",
      "            .. code:: python\n",
      "        \n",
      "                >>> plot.circle([1,2,3], [4,5,6], name=\"temp\")\n",
      "                >>> plot.select(name=\"temp\")\n",
      "                [GlyphRenderer(id='399d53f5-73e9-44d9-9527-544b761c7705', ...)]\n",
      "        \n",
      "            .. note::\n",
      "                No uniqueness guarantees or other conditions are enforced on any names\n",
      "                that are provided, nor is the name used directly by Bokeh for any\n",
      "                reason.\n",
      "    \n",
      "        radius_units (:class:`~bokeh.core.properties.Enum`\\ (:class:`~bokeh.core.enums.SpatialUnits`\\ ), optional):\n",
      "    \n",
      "            (default: data)\n",
      "    \n",
      "        start_angle_units (:class:`~bokeh.core.properties.Enum`\\ (:class:`~bokeh.core.enums.AngleUnits`\\ ), optional):\n",
      "    \n",
      "            (default: rad)\n",
      "    \n",
      "        syncable (:class:`~bokeh.core.properties.Bool`\\ , optional):\n",
      "            Indicates whether this model should be synchronized back to a Bokeh server when\n",
      "            updated in a web browser. Setting to ``False`` may be useful to reduce network\n",
      "            traffic when dealing with frequently updated objects whose updated values we\n",
      "            don't need.\n",
      "        \n",
      "            .. note::\n",
      "                Setting this property to ``False`` will prevent any ``on_change()`` callbacks\n",
      "                on this object from triggering. However, any JS-side callbacks will still\n",
      "                work.\n",
      "    \n",
      "            (default: True)\n",
      "    \n",
      "        tags (:class:`~bokeh.core.properties.List`\\ (:class:`~bokeh.core.properties.AnyRef`\\ )):\n",
      "            An optional list of arbitrary, user-supplied values to attach to this\n",
      "            model.\n",
      "        \n",
      "            This data can be useful when querying the document to retrieve specific\n",
      "            Bokeh models:\n",
      "        \n",
      "            .. code:: python\n",
      "        \n",
      "                >>> r = plot.circle([1,2,3], [4,5,6])\n",
      "                >>> r.tags = [\"foo\", 10]\n",
      "                >>> plot.select(tags=['foo', 10])\n",
      "                [GlyphRenderer(id='1de4c3df-a83d-480a-899b-fb263d3d5dd9', ...)]\n",
      "        \n",
      "            Or simply a convenient way to attach any necessary metadata to a model\n",
      "            that can be accessed by ``CustomJS`` callbacks, etc.\n",
      "        \n",
      "            .. note::\n",
      "                No uniqueness guarantees or other conditions are enforced on any tags\n",
      "                that are provided, nor are the tags used directly by Bokeh for any\n",
      "                reason.\n",
      "    \n",
      "            (default: [])\n",
      "    \n",
      "    \n",
      "    \n",
      "    Other Parameters:\n",
      "        alpha (float, optional) :\n",
      "            An alias to set all alpha keyword arguments at once. (default: None)\n",
      "    \n",
      "            Alpha values must be between 0 (fully transparent) and 1 (fully opaque).\n",
      "    \n",
      "            Any explicitly set values for ``line_alpha``, etc. will override this\n",
      "            setting.\n",
      "    \n",
      "        color (Color, optional) :\n",
      "            An alias to set all color keyword arguments at once. (default: None)\n",
      "    \n",
      "            Acceptable values for colors are described in the `Specifying Colors`_\n",
      "            section of the User's Guide.\n",
      "    \n",
      "            Any explicitly set values for ``line_color``, etc. will override this\n",
      "            setting.\n",
      "    \n",
      "            .. _Specifying Colors: https://docs.bokeh.org/en/latest/docs/user_guide/styling.html#specifying-colors\n",
      "    \n",
      "        legend_field (str, optional) :\n",
      "            Specify that the glyph should produce multiple legend entried by\n",
      "            `Grouping in the Browser`_. The value of this parameter is the name of a\n",
      "            column in the data source that should be used or the grouping.\n",
      "    \n",
      "            The grouping is performed *in JavaScript*, at the time time the Bokeh\n",
      "            content is rendered in the browser. If the data is subsequently updated,\n",
      "            the legend will automatically re-group.\n",
      "    \n",
      "            .. note::\n",
      "                Only one of ``legend_field``, ``legend_group``, or ``legend_label``\n",
      "                should be supplied\n",
      "    \n",
      "            .. _Grouping in the Browser: https://docs.bokeh.org/en/latest/docs/user_guide/annotations.html#automatic-grouping-browser\n",
      "    \n",
      "        legend_group (str, optional) :\n",
      "            Specify that the glyph should produce multiple legend entried by\n",
      "            `Grouping in Python`_. The value of this parameter is the name of a\n",
      "            column in the data source that should be used or the grouping.\n",
      "    \n",
      "            The grouping is performed in Python, before the Bokeh output is sent to\n",
      "            a browser. If the date is subsequently updated, the legend will *not*\n",
      "            automatically re-group.\n",
      "    \n",
      "            .. note::\n",
      "                Only one of ``legend_field``, ``legend_group``, or ``legend_label``\n",
      "                should be supplied\n",
      "    \n",
      "            .. _Grouping in Python: https://docs.bokeh.org/en/latest/docs/user_guide/annotations.html#automatic-grouping-python\n",
      "    \n",
      "        legend_label (str, optional) :\n",
      "            Specify that the glyph should produce a single `Basic Legend Label`_ in\n",
      "            the legend. The legend entry is labeled with exactly the text supplied\n",
      "            here.\n",
      "    \n",
      "            .. note::\n",
      "                Only one of ``legend_field``, ``legend_group``, or ``legend_label``\n",
      "                should be supplied\n",
      "    \n",
      "            .. _Basic Legend Label: https://docs.bokeh.org/en/latest/docs/user_guide/annotations.html#basic-legend-label\n",
      "    \n",
      "        muted (bool, optionall) :\n",
      "            Whether the glyph should be rendered as muted (default: False)\n",
      "    \n",
      "            For this to be useful, an ``muted_glyph`` must be configured on the\n",
      "            returned ``GlyphRender``. This can be done by explicitly creating a\n",
      "            ``Glyph`` to use, or more simply by passing e.g. ``muted_color``, etc.\n",
      "            to this glyph function.\n",
      "    \n",
      "        name (str, optional) :\n",
      "            An optional user-supplied name to attach to the renderer (default: None)\n",
      "    \n",
      "            Bokeh does not use this value in any way, but it may be useful for\n",
      "            searching a Bokeh document to find a specific model.\n",
      "    \n",
      "        source (ColumnDataSource, optional) :\n",
      "            A user-supplied data source. (defatult: None)\n",
      "    \n",
      "            If not supplied, Bokeh will automatically construct an internal\n",
      "            ``ColumnDataSource`` with default column names from the coordinates and\n",
      "            other arguments that were passed-in as literal list or array values.\n",
      "    \n",
      "            If supplied, Bokeh will use the supplied data source to drive the glyph.\n",
      "            In this case, literal list or arrays may not be used for coordinates or\n",
      "            other arguments. Only singular fixed valued (e.g. ``x=10``) or column\n",
      "            names in the data souce (e.g. ``x=\"time\"``) are permitted.\n",
      "    \n",
      "        view (CDSView, optional) :\n",
      "            A view for filtering the data source. (default: None)\n",
      "    \n",
      "        visible (bool, optional) :\n",
      "            Whether the glyph should be rendered. (default: True)\n",
      "    \n",
      "        x_range_name (str, optional) :\n",
      "            The name of an extra range to use for mapping x-coordinates.\n",
      "            (default: None)\n",
      "    \n",
      "            If not supplied, then the default ``y_range`` of the plot will be used\n",
      "            for coordinate mapping.\n",
      "    \n",
      "        y_range_name (str, optional) :\n",
      "            The name of an extra range to use for mapping y-coordinates.\n",
      "            (default: None)\n",
      "    \n",
      "            If not supplied, then the default ``y_range`` of the plot will be used\n",
      "            for coordinate mapping.\n",
      "    \n",
      "        level (RenderLevel, optional) :\n",
      "            Specify the render level order for this glyph.\n",
      "    \n",
      "    \n",
      "    \n",
      "    It is also possible to set the color and alpha parameters of extra glyphs for\n",
      "    selection, nonselection, hover, or muted. To do so, add the relevane prefix to\n",
      "    any visual parameter. For example, pass ``nonselection_alpha`` to set the line\n",
      "    and fill alpha for nonselect, or ``hover_fill_alpha`` to set the fill alpha for\n",
      "    hover. See the `Glyphs`_ section od the User's Guide for full details.\n",
      "    \n",
      "    .. _Glyphs: https://docs.bokeh.org/en/latest/docs/user_guide/styling.html#glyphs\n",
      "    \n",
      "    Returns:\n",
      "        :class:`~bokeh.models.renderers.GlyphRenderer`\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(p.arc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "b4dc36ff",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "BokehDeprecationWarning: 'legend' keyword is deprecated, use explicit 'legend_label', 'legend_field', or 'legend_group' keywords instead\n"
     ]
    },
    {
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Length\",\"formatter\":{\"id\":\"1646\"},\"major_label_policy\":{\"id\":\"1645\"},\"ticker\":{\"id\":\"1615\"}},\"id\":\"1614\",\"type\":\"LinearAxis\"},{\"attributes\":{\"text\":\"Iris Morphology\"},\"id\":\"1600\",\"type\":\"Title\"},{\"attributes\":{\"overlay\":{\"id\":\"1624\"}},\"id\":\"1620\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"factors\":[\"setosa\",\"versicolor\",\"virginica\"],\"palette\":[\"#1f77b4\",\"#ff7f0e\",\"#2ca02c\"]},\"id\":\"1633\",\"type\":\"CategoricalColorMapper\"},{\"attributes\":{\"label\":{\"field\":\"species\"},\"renderers\":[{\"id\":\"1638\"}]},\"id\":\"1651\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1618\",\"type\":\"PanTool\"},{\"attributes\":{\"axis_label\":\"Petal Length\",\"formatter\":{\"id\":\"1643\"},\"major_label_policy\":{\"id\":\"1642\"},\"ticker\":{\"id\":\"1611\"}},\"id\":\"1610\",\"type\":\"LinearAxis\"},{\"attributes\":{\"active_multi\":null,\"tools\":[{\"id\":\"1618\"},{\"id\":\"1619\"},{\"id\":\"1620\"},{\"id\":\"1621\"},{\"id\":\"1622\"},{\"id\":\"1623\"}]},\"id\":\"1625\",\"type\":\"Toolbar\"},{\"attributes\":{\"data_source\":{\"id\":\"1634\"},\"glyph\":{\"id\":\"1636\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1637\"},\"view\":{\"id\":\"1639\"}},\"id\":\"1638\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1643\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1622\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1621\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"1615\",\"type\":\"BasicTicker\"}],\"root_ids\":[\"1599\"]},\"title\":\"Bokeh Application\",\"version\":\"2.3.2\"}};\n",
       "  var render_items = [{\"docid\":\"3cd58959-9679-4015-8fed-d9dd24ff0fa5\",\"root_ids\":[\"1599\"],\"roots\":{\"1599\":\"778b1709-90c0-4f97-8068-4a3c82b799d2\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1599"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from bokeh.sampledata.iris import flowers\n",
    "from bokeh.transform import factor_cmap,factor_mark\n",
    "# 鸢尾花品种及分类标记\n",
    "SPECIES = ['setosa','versicolor','virginica']\n",
    "MARKERS = ['hex','circle_x','triangle']\n",
    "# 画布\n",
    "p = figure(title = \"Iris Morphology\",background_fill_color=\"#fafafa\")\n",
    "# 绘图\n",
    "p.scatter(\"petal_length\",\"sepal_width\",source=flowers,legend= \"species\",fill_alpha=0.4,size=12,\n",
    "         marker=factor_mark('species',MARKERS,SPECIES),\n",
    "         color=factor_cmap('species','Category10_3',SPECIES))\n",
    "\n",
    "# 其他\n",
    "p.xaxis.axis_label = 'Petal Length'\n",
    "p.yaxis.axis_label = 'Petal Length'\n",
    "# 显示\n",
    "show(p)\n",
    "0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "df95b576",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"4217bbab-abe9-45d6-8810-b79152582336\" data-root-id=\"1753\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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       "  function embed_document(root) {\n",
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LEC0KfYUGuVFQKPOw1uWEU1ACYTroXGgVkDPCvG1cn9TQMxZLARbmBdAE93ytpTFTECCd9Dm87pMQD4tbT4nU1RANcrFf7WNWEDYRQd/jahRQIwrND+5+U9AM6HH4D7YSUCvafsjTlNYQFPDISFu6FhATF2Lsc+EJ0BSLzk5Rpg4QNyNxD9NdEtA8Y/8eEvDSkAa0UIVwjZBQHPE6BYZ+0pAjVRJodZ1SkDnJlzlncJGQNYwiH+LRUhATh10czoCTEBiVkF5HGJLQFzIjN8yBztAT+ypEWQcAEDL3f35t9dMQJ0m4Q670FNAWALV6EgpP0AMUz31GLogQOdkUz7hSlJAe5I1edQTR0Bl60G/t3lXQMYROsCPNzhABBY7of4aV0BBrt/PYwk2QDNdvSuoVEpAmKBfRodq5j/MkYsHFDxAQKLRNOuXfVBApmEp0GV/V0AiZPhgLuYaQF1mW3/2UkNArrgl4qG2PkAfEWm/YSQ+QAzCUwcPdTRA1QT9/J5lREC5uJVpcClUQJ/vrZY2s1dADSuj2hsTC0AF7cn7/EcyQAtpdIDIhlVA/+O+qFDwRUCaAgBDknw4QHBcMrnmlkZA6e+aRFDpR0CJFfKe7o0SQAL6wSP+/UJAtE5DdosXRUB/eXZ6tE9IQNCbR6xeJFNAQOhTepX1U0DHi0adVsxTQHRz9MupUElAm3CF+oIUWEDbd1l10S8zQM4CcC32+yhAbk+Zx9bGGED8TYL8Xt5VQDoxxXZMJFFAFJpxK/iZUUAZT2d+N8NGQI8v5s9XJFRAxFZfyLKMUEDn1yFWudpUQPt3ji6RXSxAQw7KOKq1PUDpwcIh6hNXQA9+gimeXEFAKqPHtzpGT0AY4w7lVTRRQD8PcRMSnydAwDQtZSsSWECvgOUfVhhRQHADkStsYjtAgmbvhBewR0C0qsYjMyZVQG/JrXVMiVRAucrd4Oj1WEBraj7X1VBWQM0GjsBNAlBAJtPm2rVKWECLdIfOfi9VQIfQ2TlydVJAQeagCMXpOEAcyaKs9XEsQNCERCyhzAdATmeAaNfA+T/EqZ10kKtQQLaUsye6aFhAjHJn3HT/QEAcjmwn6UlVQFI4/I882ilAESHqmGTjIkAYW4Pp8+U0QNnKLcpDAVJAgrSo+y9+B0CPYqJDkmY6QEI+E2BmMCNAKXxAEQx+SUDFSe0hnMZQQFaCSGarVDhAidjQ+Dy+Q0DzEkm5Kw9TQAb5NkxfuB9Axa7uArFwQEAiu442VNhRQNFSWY+P2VdAkOmpO6y+V0Ai18mwNFpIQAGom9z64TlAKe4rpAxNL0CLDYZCfkFVQLdAviXl8VdANegeQwltU0DIL9NNJKZOQDfdxjaowjFAymmuEMLh/T8mSL65g1VWQEPCs8ZJgUtApk04Y+56I0D6GcflH4VVQGOCv8TpIVdAqi0SjNzcKECldez2fpxYQIyfPe7p+z1AByVKHR1eR0CjNHT34GE+QFBVyssCpENAhxAs/WllS0A++xHB5fhRQH+NBXVL5jVAz/ylZ8UmUkBFwGcUTY1SQIlKEmECkDJAhjQSXntsL0DdEHVrHyNQQFNHATs0uDVADvAVoq+YQUDbtEzEfVk8QP8ri5PSXUhA0KVTXj0qVEBB3OUwSds2QONi6LIvSkJAnXkic4rOUkD5q+1A+fNTQFDI5V8JwCpAt1li+HabQEBlNHGZgIY9QJRSWRGLP1NAqoikPuDPQEAdoEbc6hUzQN3Byb3fklJAFGOQTMtoQ0ANAVc25vVHQB/SL50dxCpA9mc8tiWiVEAydL1f8u44QAG9BpuYtTxAyPFd2HKIUUCKCj41u95DQOuEETTqKFdAz5jT83SvQUCBCaGObslTQA9CMV6pJVhAMx8kvoOETUCg3Sv6PFhXQMFUpqoUvjlAoO5QZDt0P0Bjx9Y2bhZTQG62KySsoAFAnA47ypDjOUCBDMjEE5JRQMRzrOHTp0FALFjWZaH3M0CkavJryqspQNLKWX/5e1VAcETHqkB6MUA6VcJIKRsCQBfq8PaOKkxA2Yu8IEZtR0DiZDCUNPJPQCNEHXQT/CpA5a33tBAWT0AbjwoQDY5WQGzEyuSM+VJAdI8aNQWhR0BxCkhfWRxUQLd265u4b1dAuzQd3cVHKECANKg+BHwsQNsqCGvAZylA3lay/uhBWEDL/pXY+clTQJatuJVpzy5ABqdVdS/TPUCg/TL0KahIQMQMVAB3Se8/09E06I1HQ0CvF2atjLM4QLGL3B3jFURA0ZKJb0fYVED+UMpvHBgcQMR3wkLhJlZAGt8cBYFaVEDbBoOI17lFQLBUdxFLuxFAv+moAJ6NVEDzsVt7mDYOQOWnfHC4GVhAUycPUbEWV0BmZ0daerFMQHVG8nfn5U9Ag7FEyYE5EUBlKPU+6YwiQJprnJpvx1NACEcKoYUpWEA4kPeVh6pRQK+VDYGqE1dAAnIY2AOJQECr/ftdvfZVQKCte3BBPFZAAm9wQ7z6L0BF5ZEEfvJVQPOPdZTCD1FAZvfWv/XnTUCEUzRyrT0uQO+1ac8gvURASO6QnIYkNkAsOxY9kgs3QMGUXv2xIkNAd7YZmfajRUDzgJW8H9kwQI+TaJiUC1ZA0kqNdpRQQ0BUP0kMIKlIQAzghzi7Az9AZdjfh0mBQkBInKr1vkUwQOBjDr5z4VRAk26Yn7xnQECMaHw3111UQPdhkonN60lAOUFtoO66R0A2/5QKpitGQPz+jqV54jNAyf+8OLq3T0DHnKhXqYg7QFX8AQc8b1hAjpIIbnnxTUAv3P7RgIIxQIvpzk5enStAByDjXZELTEDhCB/zz0JYQCk2preITVZAu4sAFkd7WEAcjByNQO4+QPXvVJG8o1NAnt+o1/59S0DI4MvnL1JXQNocNTJKpjJAzhJZaGwmU0DxtGrTe8JWQOgu6DNhp1VAGzaghGZnJkC3Ra7fxLZJQJG7TQbRklZAslyvftx7UkBTXVcyLc5WQOAfEhA+rE1AbMvjckgWQEAPReD+B/M4QLzhgn9z8CVAHPyFXzUQP0CID4ZgGjo1QCR41d9pFTZAuLDyPHPpQECDe40P81BUQMO+zMLEOUdAxIafYI//OEAEElsidHtMQGRKWefbySxAZoRp9lJ0WEAbxC8+LeREQO4yfQIrWSdAZSDO22boTEB3dH7EoJc/QGHdbTZ0KVNAMEzi2lDySEAgZ9ZM0f/PP7jc5A4VAU5AK96CWb+UQECKnUJmfvE6QESAzoqmxElA4XfHFla9UUCYCWQt4tJLQEuEdSQPGEJA6G8cUKx3QEBgeRNybRZAQNeAxS00D0tAv35grefhUECzpUqbfwxSQMLxKyfEGyZA56h0QhRCS0DMZQi7JvUeQAFs8aytWFhA++BNy3mhTUBe9ES/+uAhQIYITmJ4aVJA2Ys8pYnHVkD4LBM80DBRQGlGMZDLEEtAyo0tugCdWEBAp6XhsK1QQFFJ2uYHJlZAEtDW7mGnV0CjlUu5DQpDQCz1hbXGj0BABQfFuoz2VUAWCxJ2o61WQBjhz9+b8wJAVJdVst3AUECRCjI9ejM7QNNhs23apE5AmKMYaa9fOkCuR3o80scDQJKjxMQvQlVAWTYrV/iDI0AzvN9iD4pWQOh3te9yWEZAQuA7/iFWP0DmTq9n6gxYQMq5kKK2xSpAS4IAZCYrRUArSnfG9xdMQAT9y2/+ilVApW3/IEr8AkDbFadNTdUpQBgK5j/q5TZAOOKukuQxI0CuCzf6crVPQDUu7jF/NVZAaU34ldqDU0BnVFYsu0g5QMeu2n6fsiVAdyq1tSARSkAzYhN8SPs+QPfpTJDiVDVAtn0RYm7VVUDhBls4t2hEQLfk7aMEvlVAdULro6iEVUC6OH9hKukzQJLIhfeJjSFADdbExbcQPkDrmfmL9w5DQJfzbyd8sEJAPMhO3DbeUkCXeWH3T+VRQO/k5tiCzFZAt5JPbAazIkD+Xt/xTXsUQKMxBfvtBydArV2Bwb8FTUDgwhw+WyM3QO0tL8PfQTFAzbTYXugDV0Dp2tTgSKpSQF1cN68rUiBAkQB8+BCtIkBX2Q3a0I4kQOqRNlHZGS5AyCneQwmvJECSQ8UEr3lOQBvfBNIvPlFAAlxsw6YTR0B6vahxae5WQJVLx99c0FRAS1G4ffDYUEAtYm6Hexw+QJKIU+VJqhRAPkiu+7rXQECMxLIRQbdUQJdDHDSMmlJALqSUlnICUEAy2rE/DtstQF3jlh4jK0VAtJAClTjTOEB1/XCQJJlSQGbWw2NLIfE/Dsb2HeqASUC97JbfLmhRQDy42VFFnDRAJh+C2iAJWEAewTF2phYzQDs5zs0qyVZAZdZL/yMmO0CV8bEr7EhYQJuW4Eu8zVhAdi5JuomuN0BWX0UjjJlGQAGeIYguzlBARkxyLtbIVUCBo4TT4HRLQO7wghDrDSdAgK4MoT6uGEAACrQY0H/aP2uU2bJh/1hAGSS8GfFzV0DDhQxH1uhWQAq/kAEnXCFApH3Wz4hBVEAowFU1gV0/QH7ARzh2WVdAggvIjD6AVUA4vGIGYNNTQJYoLSgjASRAPSI66UjdVEAvYTTxI65EQGu2MK8JU01A6GDI83eaVkDR3WEhWI9UQEhAzSJGq1dAzRo91DfeQUADow0USY02QG9LLIZgFVJAorxOiWtSVUBdTC4n2YQGQDnlq6HiaztAcCtzjIhzWEB2B/uWvWYzQCgf+Q+efjVAM5LakrkMREAGDOpLhiRWQEh2X6+WHypAce1GC8XTVUCafFu5vUNJQIjcbHB1cUBAUT+0mmAuUkDQBzKAOhdIQA9/n8GRck9AmN43eZ1vWEAd08n31BxGQDBW7iVpvlRAykrPO6M2S0BGCHt7ubBQQNvOAKbAoFRAoMlNbQcwP0C8kHijeE1KQCqx0lwg9jxADRAjLSRdUEAy/QWVD6g2QNyWaC2H0VhAyPeCGG7aM0DkpPlYBvw1QHsoC45YaVFA0hmWxX0kTEBJVr8GlfwiQKrTkIhicfI/LU38iRXKQ0Bwiip80C5QQB3v8tSmPVNAZVqVGJrRPEALmpZIvXItQFUYIvtEo1JAJSacfdq6SECnei2nbnJYQOZtpd6pD1hAKkhN2wxiKUD11wWBR9c7QIewtdvcQzJAl8p3vDBAVkAH6yjyPW9XQLjghEYYqEpASms5EKqt8j/7ao+3X3hYQFKRBD9w4FJAg0j4fzCVSUDMTw1oN1xVQCa7poqzTUNAE4m7Go1xQ0AtAMpIs6k7QOOU3CKYdVVAnhuyHvLVVEAvV4TkgGlYQCrs618c/hRAbbx3s3oGUkBP/8ufb8dRQN+Aaz7bYFZAVbV2Aic/V0DqFHA9iWtBQJxI0vyHpEhAg6VYOwLuQEAGBVXoxTJOQF5YR8KKlktAzTd7CIFzWEAG02FvyOA0QH5c0yhbm1NAtwCvNjimT0ArvDpbvm5WQCpfjfhKP1JAsvmCWQrtMkDCCujUODdOQP2f7aj02SZApLWM1FKNMUC4C7buDvApQH4me31oS1ZAbxYJ9Zk6VkAtiqHzup5EQF11udmPilJAU8iJXauCNkAZKIRciM5QQB7FuQBw3TJA31q1/laYUkDRph8yN4A9QMj0zUWudVhAZ8/kqsr1UEDBrJ5bSGVTQKGtoHvDI0dAXj96zHtjOkCV3Z79x3kjQEw/biGJRFdAknQprqXGUkAD28QKMspUQMOXMT0T7lFAPRNlDr/6UkDvAJs7g+9XQN5Eu7LgAFFAYLCa+PPUMkB4RV/GQLFTQJj8YQR2gVdAhOc7Bb7/SUDeQ67qOcFTQNYt70CCWVZAXwWbihanQkA0JTMwB+cWQLTdt3ZS1ypABSgLwarxQkCW9hoSXv5EQEh71PQqGElAaScEkI1UMUAgeSNFdxo5QO8XT1/RliRADaTN7fPaNUDfKqkBPHBYQH8mNnWDZ05AAqsGlrnwT0AzHMv6YChJQDjmFFVFr0tAQtxHc3MhNkC+bSjn02UmQDTgG+YQhRJAZC5MRD7+VUAAu41gP8xYQDD/VQUZHEZAPuMuM0b1NUCD3FqmU1lQQFeLXcCurD9A+PfaHUkl5z9jVGelVqJQQH+1cAEJ4zRA6Pie9AJL0D+C9MDumxRTQGD8gvCHm1RAahhAHWgwQkD/mt2eEqI4QGC8EVfMKkZAptfDx35SQ0BtwoVKvtYVQL8lnb9/2FVApOvk68dMSkBTkdE6gx9AQMYq32/BrzFAiqN1LWuBRUDJUf/z0fBVQGDthEzvy0lABBAYsq/PVEBhI9myBww8QEa99amoPlZAzXP3N/6MREAixOcYuc5IQPcbd/WTKjJAwakhxMkVVECJfubJPkg7QMW27DFvBEVA8vJlZkDnFUBnXOoI0d5UQJYXb281kixAmkpxsnboV0CGaA1iUwNSQOoQhPBqTi5AK+QWzBdeS0CYm5QOZF8yQBL/Z/k2IQxAKBuhJ6VHSkCwefjtDeAKQKzgOWZPbEJAbIFo5zHpWEBdhJBlJOpKQJEm/Hb8j1hACF/pgWVkLkDhCzMdY703QI1q9SKBoUpAZm96NYuhQ0DG5W/ojylUQH7ihCyH8VRAgzjlb9QZTkCldlbC4NJUQBIXYXpe0FRA/cdWUoK5M0C29OXMoo4zQIBPM/kT5lZAuT5O6zmSUECdZ+KKuLZOQKQQAO5NTy5AwUmyT3HBUkCYf00aWm9EQIYKMaUjAlRAFMRRh7FKVUDvnINzI3hCQBpf7LjicUBA8npBQ8kGUUDkcXnJEfIvQBQsAaBo/ExASseWV7KLJUDCK1Hb1eFIQLCpRjTuD0NA6WFYk7T+KUDrSHQeAxFQQGYzP1K9UkJA1jW5Am/3RECSt6u/WZZVQGqHNZHGbEtAuipH372ITUBwjI3bFr9VQMfx+TLzslBAagIS3MeESUDtR+QfZ109QHqnIhveDUVAmpdBrZQgQ0DJkhAE1I5RQPVWXDe370tA/PKR78QWM0DAtB5ZS3o8QF10LClUqSZAeFzMxKpUUkCxZXKh/e9WQGCOz+pB7BxAvpc6onOsQEB4cY/Lps9XQMUVDCB6yVFAZr/w63FNV0ALBtdN/bxGQOzfdSGpwTZAtIB9oKnwQ0BiMsOohjZVQAbUq1i871NAGaOVisgpO0A8NcaH53JIQJbPDZcxNVRAjAhivl8eTUCGwXZvTXZLQD7X9MIu3k1AwEZTXLuvQEBo7KOXjiFWQIvMxgxwXlJAiT1ETQjbR0AqwwZrQXgnQK1JXLiPtUFAcMSus68gVkBTeoySUBVQQBiMfRJHjlZAH445SwlQWECxmwOtB1VGQDy+3unZ/1FA4w0dAIxOIkA1NPgw3MdSQDqDtsjMgzRACYTvci7qVUCcHuS7auNNQB2VCGlP2lVAe0rbG1AoR0Aet3hsOS5YQFYdLo8XxkBAAevJ8+RyU0AP6Hp6GipYQNutxR7owEdAh7K5HMxiR0D56Q7cBQ43QJpYl3uU8EBAZbPvCSaBUkCh4NTYsbBVQPp+7KaX/FNAXEWaspJ9QUDGttcRMNFUQGVDIohvd0lAgxnMubnCVED1i70pmWdKQBegDgZGulRAUUXqtpO1U0BCHGqw5UkjQPaKJeqoNlRAFITtLSXQSkBb068+NGBSQI2Li1+3ZlZACcs1dgTaOEATBkj8bDA9QJZwUzYNLlZAvrknjXHeREAkyycJ7FdWQMp0kw4XWU5AyW82YXWbUkBCP+V8Ub8zQE6/VRww90hACcxgfbGKOUDpQg/+CG5RQDw1q5RNvVBA/yKrLhzaU0AwRS+Ju8rZP5dTHgZ66kRAziXuSfBiM0Bbx7gCXf1CQBcarOpowktAdKjgyIteVUDdUZHTubBVQGUTDCZMeDVA1UR+H70DOkDsFWwN/jQ7QEkN1JBsYVVAJFfb/JelIUAXuTeN5LtWQBcI3dmaChZA2SKjT32PWEBqFFazNVRTQKSe/z0xQOM/TQJoHRQSVkC7IL8MHchWQCII4IrmYVZAGK6gwB4GMUCoc4/vhiQWQIgTZBP7e0lARiAQ0lChLUCccqPe3hcvQAQRh9Nbz0VAJqHifvBNR0DKHMyzkE5PQIKiIOjdLklAy0Pjy/diMEBuoB9U9/BNQGMArcqXyVBAlKQEHwaFSUCnTDQzIL4gQNgQ1Cl8jkxAkz97+a0aVEBxR+c8Sp5TQGK2ZJ5g5h1AAyviVgAUN0CtrhksExgqQA8cnE8bDE9AC7gfFMLbVUARg+erlV9GQF0MVIQ/7FBAlNkWY+FVSUCWPnV550BFQELm6tIdh/U/UiJ9EA2CM0A3ojpEI3JQQA2Mx6vBU0pAes9ESUCIOkDifKrjrQY1QAIwx1K2L0xAtoYm2YCIOkCoT2Db9mxAQNh80GB9H1ZA5496FvzVVEAZbXOpGsVDQAyEE26GlSNAfMtXjpASGUC1ZQpJGBFCQG8RBumsRjNAiaBap8tbREBerKzgjPBRQBdaSrqvMz1AFqZ3YceTSUB2EWhbgU1HQIXrFa6AE0hArOofuxbE4j/q37xbwo0yQKQBmSAb7jBAcu9JTdduHkClRE8gqVg5QJ5rSUyzYixAEU9H+zSxV0DkQG0hOetGQNJT6dxENFdAmTtHM1dvIkCr+ocmCDZLQHRRFfZkkT5A9EX6187QU0AgkuLBBKNUQPqe6al9B1NA1Zl9rEFyUUCjvESiyikfQHzG2ZdDvU9AjhO5ifbqVUB0OwGAZ7hLQGZjGVfvEitA5vuLpHKJLEDrfgwJ7BRAQO7gVLz420lA8yGE/Cz7VUBgku7SgK/bP1zuzeyY1x5AawrlS62dUUBJhRY4U6c7QEnpve4nuVBAI9vl8zQ9UECcijnGqCpSQBeS2qVMNExAVsT589I7UkDQVFK1d+oGQDx2vBorxUlAabnjdE9QRUBiknrrHelHQLoL7kYu9ElArN4vxj7TTECpl5TIgt5TQGQhwoAL7lNAcigBLuQyL0BPAriVbSkgQBACFsKotkJAZ7yL98BUOkBu9ydhe+02QAvCZKsnc1JAmGBuEqxnSUC2aKz+MLM3QGvfImqKq0NAeUnal+k7SkA2sP+FDX1QQNlDy/hozTdA5RBelNRtREBCYx/1NetMQHm4j+jGDU9Ahr+E0uvzMkBTb1DEAFUJQLW33iIIVEFAPz4wk/w8TUACwso/z70cQGLRR7Wx/y5A71RWnJ42UEA+gEwONMxQQA9cjTGg7D5ARZXQgl/gKkCtLDPZckBTQDqQg4u5fUhAKf8w9jPdQ0CmQ+qEYAtHQPj2nlptFENAUITIaxqNUkCgQ6lr5pI5QKzGF6oU8UtAoWf0HbbhU0D4eaYHhn4/QOmJKQtAS1JAjAmeE/iPTUCliwm+sOtFQJOLoeet7FdAnY0s2zxjSUA1g5AnfudVQB1l6Fn4th1ABkb+7fGAUUA+VsH4Br1CQHKQmQk8TidASbSXhIJeTkCol8Tmy0BSQEI1u6eTiUxALCc+MeCOUUCQ/fB4FptXQFSAIbaFYeI/YTUaj2iCVEC+7pp5zyJAQOq+CBVhvVdAnd8Qf0FHUEDjKxvo/kxTQNghPVC7RihA5roNUVkUV0C7XE0Y7PgVQC56hYTMSEdAK1fgOJO+VECjh8CvXo5FQIzqdvBMZFdA48nrs+kZQ0CBiR8ze+dVQJAUCgg0yd4/CdEwhw6IGEAeRdJQGV1KQPGRJgjh7i5A0qAl23Q0VkCkZHbH6MBYQPPlIWb1/lhAAwAuhDVvQkBbvNAQzFRDQOYAk5hy2yFAde/5sHX0QUD1cGjHeY9BQAIUAcaqhTxAir97Y4Y/UkBI1MF9TtVYQF/dCKeNFBdA/EwjfjogVkABw06+30A8QGwnFvtMtVVAiKI89GOjREAGlAYIn2xRQNwJfs0D/1VAQ3jJhi3qQECV27CJjqhRQAA1105mj1VAbTxpkFLeSkDYRtL9QBBVQAJ/CO7IuCtAwrqlzxvvUUDUKpKc7QdXQPlSQcv5sDhAlrebmwIoR0AWmShSfyRTQLcU9OZrGU5A5dn1ogswVUDOgxyQEVlOQBq20kQcCCVAwRCpoMbOWECDdnU/D2kQQKiRQQUYaztAGLs0Qy93U0ABv4Y4bNpVQPEPDbOaJFhAIx1I3EBIUEDyCek3F8RRQIQZZ9LtjhxANDwQjP2XR0AaT886VF9YQN3dm22Mi05A2hkbGj6pP0D0AoADEro7QAutXzx94ENAOMqLBgtsMUDM8UyXglUgQIIzxdfbaUhAQqC/jTARVUAC1O7St7MlQLb0ZIu+K0NAFPxVuc1iUkAV5vpYTu5TQC3Ax0O09AxAxE/UWmkIM0D9xUxlu2gWQD6Vi9UKpz9AJhBM8XtIJkB1DimToB01QDCT8AB4L1hAHSaToZaJN0BhKs8kBpFUQF6JEGNucUpAj74D40E3UUAy2qcSBH9MQLhlc6JfgUdAn51IUpInVkCzZu6tI7VTQDZvzAr56zpAr3Aj3uXdR0CFZAC8O3VOQHW+M09Z7khAAjGcTI3iVEAN5XVXUcpRQPDARu4ryEZAU6PpTretS0AdFIrZo5tBQArptssl7k5AetxK4p7zLkDdy9dtT+VSQGK8EimjyjNAmVARBWuzQEBpZMZxTmAZQHw123J4d05AIn8e2X+UQEBpDHkqgMg1QLOKHn+el1FAAQdMye55P0AM/FKPK9ZJQBCfnuiCN0tAd/mY90pRWEBGJ4wsNoMrQPM6DvJkZSZAZCBMW0iuSUDULtUGN6RQQAN4v9YDdFJAb7I4SLnUUkDCKrbb/Z5NQKlM5QsxHz9A6P1zUYNeGEA1kCn7xiRXQO5ewFiczyNAdB7OnQ2fSEB0p6G7szQyQARwnO8hjFdAyK2sTF1QMkCc8Q3OaHj+P5g+3RNjajhAO8iiujCLQkDJkIjyULYOQLAb3AHMgfc/aiTNCgfdFkDnnmEnfQ9UQBPNiPlLEUFAqbRMzVhjOEBEFC4bIitVQEewOAh/3FVA3pKMaDNdMECgkbh8drNOQB6sW17xr09AG3u+5l/CQEDg1mjTBwJYQDWyVNy59kxAWxwCulYoT0DyRLs1d2guQD3cRvMXTyxALTiofGwmRUBVPpEjFcYxQEpJyq/jGT9An8rNCAzDV0AUTT5zv9kuQPkjTBM4LkdAJ5rRyP5IVUAVDKFAQ5JFQLhMKEwWd0pAU/R4SYVNUkAqV93+v/ZLQL2g02PwXUFAk7wPZKVMTkAZbF1TJHcFQIu9tfHYAVRAA6ufPT9TPEDaG/BsfPlYQOTWy7hf4VFA9gUV9ANCQEDR7poAqQwSQPSRo7tdHktAePn4AtY9RkCIhgNXdm5IQP1Dk82tcVdAGzztN2zxNEDEKj3R005SQLvQtGGg+jNA2xsVpwF5UEASIr5XDZdIQPsseM0+71BAE0PAYea9V0D2CwQ79FoxQKasAveYwklA1b8PDmUmREAVc2qFHGRTQEki2dEWukdA2MlqjHlGLkCm0KCIYpoHQGCMwKUh7FZA+30h7pDPVEA7sDfw87RRQPXTCtE/+ipAh/ZbZsDyS0CbhbolMhNYQFFXuuZSbFRAoMfsbO9fUUA/yHNLpf9VQGBF6ZLrBhdArhtXUAy3M0CSOFj+PvQ9QK4gx5/R5lFARBuUB4qyQUBJWtfXxVQfQMD2vGsZUzpAlCe9k9aiSUDZomqL3uZRQG7G/jYJn0JAZomCWfHSU0D91ZtKUX1UQFbpN26QrkpAo5UFpt2EWECGhcmoBeFCQLNCDyVxnzJAsPy70egvU0AKpah0HYxVQLUuF8u2zUtAKf4uyiF/UkDJRaLeuSBMQHUSoqsZPFRAZHnZHnOPRUAtmXnt1fpDQAyWpvn3jk1A1/sLVFpAN0CalX36r9AWQEzcvnndiCVAOgjnsBV6RkBG1r9b+Jk4QKT6bI5x1xdAA8CMrB9tRkBwEdpzihcxQIMDHaoB0jpALGSGiwGBI0AlJcdax5hTQF1Ukz4xr0tAtihN+2oIOUBpel0N6H9DQF2F3VcPtktA/k/JlRjjVUDcpPFrlhlJQBY0vvsjHhJA1ZvnUU5qVEDFBsICBpxCQNoW7qeHA09ARzGPkjGFM0B6vWvrWeA1QHzr1uIFbSRADWkNVGtTV0CkXkvdmxk8QOViswIdSFhA/UNPMp+gUkBzb29vY9tTQE2u6s6ep0hAGrQJJ7B1PkCc5c/Iy1JYQLylka9R+1NAKiakniYqUEByaE653qlNQH9zuNyTED9AOfYiqWp6SECjVsJMPQFXQAvzBT10Q0hAfwAL+/3QTECAsqD4p3EKQC6C+8HVi1RAACrvAt32+T+m3qz2TO1GQGDnGPlAXiZAzAQjEjPyL0DqZPvkT8wWQMYMmVZIHCpAMtYwUWq4UUBAJE1mA+5TQFdMSg3fWUZAN6N70G24TUCqxi4BzU80QPxOzn0PLzNAGTjuIFXKOUCZxp/zZ4VLQBVi3d82UFBAAS/4QfI+HkBMcn3MfV8cQEIw+yv6o1BAKy/zsJBVMUCm6oonPvdVQO7dFOAY3y5Aw0R0WbXaQ0CMkXFMRWUrQFYekSc+NlhAGi+DaV+hIEBOgGuLM1tVQGmXNS+o4CFAiqR5CP2DVEDu0ZQJU7soQN3g/L6vVFhAhwpsY01yAUBN4A+eZRlUQDtOBM4iA09Acey/XY2fLEB4zrrQPixYQBiq7QTBxjBAKpI8FhsGQUBdfUp7omkrQEEviEgGV1RA0n2nY6UTVUDNHD2IhZZYQCd6vI1GZ0dAqDuXWSBHVEDGUR+4vPc/QNvn5b9tLUFAU942H7lrVUD7WW/flzxRQAvInUdh0VhAL5KTnlwMQEDOfYUVTHZSQHChek+6EAhAurTjw2TtUECezd0RYk0+QMkgwSaKOFdAsy68K853OUAoJV+K/RVMQILRVrr+AjFA+aBv4HdWJUB9hHjeHtpPQNRRs4auijpAu+6iGMQVJUCqniRJNmdDQHlSMhoHplVAtzd/BRYJUUCnar1qqHJXQIC9Nc2P+B9AS6TQaUCJVUDg+Jzqlo49QA8nntfGn09AjDw8nUbOU0CAMG9mHWZLQGaehtCqPR5ApdS5f1rFUkA16fpNiSZAQFJjN2/k+VhA5RcshCFdBUBxu2uJnL9TQD1phBM93lRAfbe6PY6ETkCx2sBasjFYQGb+QiMqUi1Ak+ChmbopPUDfefCkr6dPQCDwL0RzM0FA/o5XRnbjVkClzNkLJjpWQLHuj0wr/1BAw4JXD4RwQ0A9+Szi3i03QBg5rxNqFDBAU2DSV3TdJUCVcFPxSdtQQH8iLcKQH1FAf1JyeI1dOEAPlx//zwFXQI0amHq+9FhAwZMvpRt5SUBvKGyzNWtQQHREVD05ZEVAC8w/C9XaMkA8z357AwBRQLryqs6euVhAODKe3k7T7j9BXMUA219BQGOrpWOsBVZAyHkqf96iKkCDG7nndN1VQDwpeUnm2jdAvq83gqW/R0BQg2B176g6QGDgymHEpU9AGSeSMGKRI0Cs/Pn8K8lXQDzbCS2ra0pATWQZy3zkLEBmaYmTPFApQINPY2DZnQpA18csVRtKUkD3vB3AJFlIQCeBqRqKzFNA4WjeXeRiVEBY92DseLkqQHLvuFdhn1JAKQm3WxMgWED8Kh//IVU4QDiFVls/WTZADeZupiDHSUBw4IRG8znLP+qKSWOT3i5AlucrWCo8T0BqOdFssglOQK6j3bYDfDFA5ZWTWRsoV0D2KWPt675JQFaJsp2GlEJA5tK16aJkE0AiuszVoCpVQEhsqdEZe0tAlsCPS7WMT0CL6KOkytg5QDR8rabU9DtAJdHB1u1WQEA4gmE4bIwuQBhWRSsX0ERA8SGtyntbR0Da677f4GcWQPYY61lK8j9Aq/kaf/7II0CjLQcz5T1UQBhFOTUQO1dASlPtfkTGWECkqShZcWVRQArTwguTPVBA6RGsVREvVkD0rB19Z4FNQLpdFwYoy1ZAroHBsB88EUDj/SA/T89RQBO/VV8NqEpAlEEEs4DsHECamR7M2gRRQFlG9F/APlZAuT2eVuomTkBUOkurHXhWQPfk5Ox+akFAJjpJgPVdV0A1nFkHu/VMQCe4edIowldABhm87W0hKUBzhfR/vhpBQE6m/zAX11NACK0NMz+YMkAQgpZQbig8QEZGxDZqQVVA5imfBYTHTkABQhmuSOpGQAaqgjzEEUVAp1OiI+kRUUA88YoHP6UTQGjQP5ONAEJATBlMACFpU0C7FneM4S1TQNT5ysNM/yZAWqn4hqQqB0DdVp1PwwJUQNOM2FBs/EVA323lmoD/T0A5HS51A1sLQGz5DavBnkJAizuk9LUTUECSp9F5S1AtQJPwOrfVQFhApVF6sK6PKEBuJ35b/xBLQPZtZq0gPFhAw0HbOUE5Q0AbvycD9YhSQIA5tMbaGVZA9Wi6gEVkNkC72i5wAM1CQOaKQqXczURAEkAEwqx3Q0Cac3rqAOAxQP1oxi5MslhAVl2MJcm2VUACEvtubgdWQFkmgyfERTJADHH5C6a++D9PIopaeMgjQJLYNDAooEVAaLAkQyolQ0DLK+ZD88pOQFDsnQSGNxhAs6HwK5VTUkCy/kC/B25IQGZc0lb3tDpABuoapMq/UkAiwazXppchQBOHdiqVvjdAdKEWpKjDV0BSOrEGGXNQQLAHRS2wSFZARYKW4VYCHEBXqtZu9nIyQKcwcxZwx1ZAs8kbvoxgMkAFURyG7/JTQB/Epmr7riVApaydCaLnPUAQ1IBut/pVQJ6ItRiYtklAKLeBAhMTRkAMMSnsY9FSQHPs7VzSrjtAjondKnk0PEAp68/l3LdBQI9piXw4s1dAvwaDz/4nT0DcIp/QioFJQKA7Zqo6EVZAiD7h+AvpWEDDkXBYdaxHQOdAbbmmixVAe7Lr6k+vRUCiyRlTC/lSQL5Q8bc2BkhAn4PYfW8hPEBwLoX8MyMtQMBdy3Opd1BACZ6gSR3PUECg9HVQmRdDQIrOzo37VDFAgBvGbWcLSkDtPwRrK/QlQHnlCyMYUTJAG1wP3GhSM0DwCCyclMBLQKSPCp54Weo/6t5ybDcFVUAbJ+uaQG4uQCbR0cZ+plNAhXtMZXLdWECQ7J7WIlVRQAjMyB5tfDtAvrrx75wFT0AKr3LpYW1WQBeRIfW8xklAnLvupiCxT0C05/lN92dLQL2K2Lf7YFNAGfkBRLtVRUAltYMlU3ZIQI/zRvsHqjFAHlE1HSRR+T/34Kz+lUgxQFDsvC9Vd94/0cXCDN4nR0BNN6yQeKVXQIadS+kgzRhAWoWs9ypVJ0B5y0VC/eQyQBGZ2gUHGE1A2SLaG6B2R0AoNjBuWi02QPTRvsrQ2RRAbKWb/xwCQEA+mjhhwctXQDqEf+mvr0JAXtTI4dxfQEC2zWw0dw5NQOxHWmBfxklA2dxVZioPQEBV2rCA5EtBQBUGaRdaJClAzX/GAOwzQ0BDqydvaXtRQGGrbP+HQkhAD1D3TmghREAHC1EFA71TQHlC2ipME1hAEJlGTpacUkB0LwrxpEFGQEtAkFItPD1ApHnoxdcUR0Dl1krWEKRSQC9HrpnTeEpAb48UptslWEDTIrYZ7CZJQGKlwcN0UE9AJF2HwLTvU0Dq5GFmEcUlQPdrJ+S/nlBAk4wOz9nZM0B6wU5Z4XsxQJNZr6Zs8lFA96zLIU2lVUBR2UqkiQhJQEltR11L41ZAC3B05xiFMkAieBnlApJHQEAxY1jRHENAdnFE1NGEVkC6tYuL8+1TQLLSz2/5rDJA1C5E9/ULKkD6vJYyJoFYQGw0J+GlelFAwG4FlPyhSEBD4QNOrDs7QHQsfid2VFhAPfpMiW79REAfybKx3upWQFQh8HNqLEFAg4OqU830D0BykMOhFDhSQGsAqPJHqkpAMlkVDirnWEBbYy+repRQQBgt61TwiFFAqBGIT5AqUEAWurI4U0M0QM85pdP7ZipAdygU99v5AECas1qQ1VM4QI9RUFjuZUVAf4FLTsEfV0Bv3c4bw4NUQNeepz71HFJAie328WchUEB5WBExQnUhQM0hNbth7FhAof02UbgTUkC1Jh9+ZAg0QEnutaTtmEhA2gNGlmGNQUBYpyXixUNDQIHv6tzOKURAKrRMUyEMT0CYZwS2MfFWQNOIOGVgAlhApPa1PUGuS0CugskVgfRYQPLcMrWs0ypAyOufBDpZVUAO/0db2xhNQKkiFg05+TtAZzdsE6zhOECyO7fu7tVIQBpeDt9cdDFAllQtrqN2SkD7b1jnr61WQNTM3ge/VfM/7I+uGo2xVUAwJ03zuPVXQEkTf5nGTVdAjGoZkofWVkCWf8UDkqszQBarVhWOtlFA6nGnwSvZTkB8seO2fyNDQAF20ff4rFRAztOL8cVJIUDkibUrcwVLQKWwifAY21ZA4UORzA8iOkDCafSm7axWQAt+YdGP/wNA1q6rYQaXVEDY6fvCYsJJQI7ggJ+oP0FAf6aPUJivNkCgPMHfr8BEQJUZ0sG881BATvc1u94qQUDaSgV0P5dSQDZy0tAvXTpAqNWjJR86VUB5wawGnERDQJi1dkLNzUpAIxFb7wnuWEAIil3sMgJWQALPo5tDcU5ABRwTGPlHREBRyK7MdUhUQOhfcYdifVJAtewnfgy0JkBYTddXNnUzQN+VNdWpukVAXzF9u34LREC8OMjprU77P5w9EIWh1EpAIMx6FZJPQkBcR69y9GBQQLkk26j/j1BAPgvXccFdOUAaN9hu/WsXQEESyMFKJ1VArpDq58zCQkBSpixfBR5UQBnQ5eYP41BA0NvWHgIsVUBZatSkMJ5DQD/53HXJNUZAarsvMWCnNUBdGGr/THlXQNyeEwofYxdAwxKi5k8fU0CMeX5dZlRFQCWPUSGMdC5AaHKZZpjmVkATiqEP0FcsQAGw8wGyjj5AyEMNljg0IEB1Fu/hWilCQGUcmJ1uClFA/104lInWK0ANk6JAKUZGQNyKrkU7XE9Ak4pB4GIuREBLVdhb5BVYQFA8x5jQySJAoDFOT3fpS0AIZMBGS/YlQE3SIABYtVVAgIrAHhQbvj+gLFgNylRTQK00QxlE0FhApjJw7CJRU0B2n0/5vYxBQBcb/45QalNAfQeAIdndQUD8TNC5XwwqQFDadS0j4jhAJhphAe2zMkBAM3ga5avzP+gzzxg1jlBA8fQHnGwgVUAuaHAINwQ0QGmwxiuGX0pAQ0Df2fUXQkDOke7SOodKQBsXBcJ07jJAy0k34u2yIUAE6D+HPGRJQBjmoIyMB0FA/CB3Gb5+K0BN5zhbCVtAQHQqMx+qxlFAtlY9vqjMEEBjjAi/iLJCQEfMkXRJeThAfwtVuhHiQkDKqZRGk71AQFl21M1NsENACR/RBrN1VkCkodU87NE8QOK3CvfBAyJAmsL+sXGLVkD9utsCZcVSQCm3RGaRKk1A3sQYS2KMPEDKFK9ZJhEjQJm45aeISFdALoF2l2ReUUB2uyz1bT9NQD58CCpTFlJA4XzVyaygUkBI65yCGNFRQI/ZOWkgPlVAHkSzOwF8TEDlAJ5235hMQLSNrMipJT1ASd1JK5ahLUA2khoFBnU0QMjEXIlIGVZAwTlJ1qz/SECUcVHY4PNIQPMnPtcBrlJAZKN8fPn9PkBVRrVxEl5HQAWRCp19lEJAw8H9WpQlQEAy4OVCgVFJQHBK2x3xOvE/aEpXj571OEBt3zscVplXQCL7fhgEzRdAz6gOUdDOVUDyF9ZiFxwdQBggxuxIVURA2tIpZLMmDUCsp3yZ4IpRQHoV3TnJ109AJLQ7JgGZS0BcaqCko5xTQPfjwE15nUVARqxJ7SClU0C//05WV1lUQNuigcYlwFhACxJK9P1MVkAiDEDS7IgpQLgGAJgAFDhA//hsbM0/VEClZ91wYVtNQFZNXzud6T9AwY/I+aVTVUDGQ9X9DRIcQF5tJ7ZXLlZAqqishJaCNkBHMPzLvAUxQNkF2l5J4VhAPcrj9IzhD0ApWQzBeD0dQEis2kK0XlZA6+nUg3AdT0Be/mP6V7RHQLXabsshbUpANN/mtqmtIEB11FLI0EVIQL+VyJYGFQxAAUL5MOTeV0C0Lty+r/pXQAJ/7oDhJFZAKPr0MLWUMECzL49x1/lJQH5W48/Dq1BA1+3wzTWeSECVWTBmpmpAQLc+7j2OrFRAHx/nav03SUD6nhlJILkTQDaO00lLalhAsqi80bCbF0C1IryuGUc1QA5shnYLXlFAL82P43uPWEA86AuwdLwqQMfUNlHhPkxA4uF4maD3RkDQ1uBdT1/RP2QXy53Sk1VAgpcR4+ZCUkAidUOGvGBDQEM+S6wvajhAFaR1Nkx0FkAkCTMe7ZRVQH94avR+lE5AkYgIb4oJQUAfHGf0IfFHQL8IyObq8FhAouaJZqr9R0AQgqyUX9ZWQC+Fwv222UZAPPnCtEssRUAOfNhWjoBIQBQxygFgty5ABonByKvDQkDTXrCTLBNBQPo5r6rw0TVA3yG9N/iPQkDnTo0EJPlLQBDx9lFuJTRA+ipUK+5fUUCNtvK5MJJOQMi8CyU9sjpAYrRWDR0IR0BSoywSVwNQQGZx2bC2LVRAyrOfuV9dVkCdMAUC8WJSQD/OH9j8nUlAwvSPQHcZVUA2nrsEZ4MzQMJU0kpFLDFAIkGCsfQOU0DOpAuSh1lAQFuYhH43jFRAaOnXuDBZU0BWBYprwRlXQDhsNkTAzlJALAoopArGPkAH3XNDZwZKQGRY9JDBOkRAQRpcWz7lHkB56dpndONSQEFfLywsy1NAPGHIDHJkV0DLoKek8IAjQKZvghXQgUlAB2a5HIkGWEAz5oiU781DQLpz33LMrktAJgx2ZCC8VEAS7/NFlDpCQFy52UrrsVBA3x0tb4etLkA652SM2pNIQNxZxosGaklA58Y6/sCzTUAyhHrujI0BQOBDR2RLUNc/pM3MFaToUUBRRXVQ3dJDQBFO3he9uBFAuuZRaOJ+GEC8J4A3bbFMQNIwMeDh31FA2VQQ2EnZN0AcwUeAOiw1QK9yOegjwTxAWHW0eMzOBEBCUGFoDLc5QFJ6LbU8FU5AgTxk2r7vKEAPKsFZxV5GQK/2ImChJENAcIeVWLjTK0BbhulcVKovQB45GtCeWCRAHFBUirzzJ0AzwsyDrXFUQOLCPjv5xkhAnxwEPxI9R0AkEg34WFROQN9744NqTFZAPBduR6s/V0CZtPmSmplQQFmB4yCsSURAwumVLooEVUCkIWNJg+UmQM6EVpujWE1Ag3fx2+/zWED0wgROfYlBQFTv1139WhdAxoOgyDp8MkDkpmoQzEc7QNnpWImCvklACUNcla5VSkDb4kSEn7pVQF7l8ikL3UBAb/lHhfFOUEBusRYp0EJVQN7lBtf8oRZA0AFyMhqJT0A4+eIyHOxAQI5V3V4mT0NAYPqLTpKbVkARuz7VJ3xSQFZwm+Jk7xZAKvqiPYCcUUDkfy/RkDYhQG9eAydEbj1AWTxDKUbvDUDS/Tmn7h9SQHWsfQBatlFA1dkPTOpxMECycGHB2WRMQKuTaoCAfy1A8rGSrzEKE0AwVY32V40tQEbnhIfDhlhAenxB+eQxV0Ayw7gaqdkuQGsFn3qofjJABoCTb7sRFUDFBztbcYtPQJ+6vNfXXE5A72B8q54kV0AfUfIN1CE4QCX9Axj2F0tA2vns6EwbV0At3kIFq3VDQLvjAci21kpA8DyMAQToVUC86ejycwdYQASNtjLSMVFAW49WLUuvUEB4G1etnVVXQAnz+gvrWDxAlnZGBXtNQEDTLNPXrA5QQESi0wWNDkBAWrdMc4TtSUD+M/XYBNlGQBs9mHasfC9ANwFUdVJiUEAU/guMHmxAQB6nnnmwQFVAaI3zXJPxPECQK0D9rdBJQIpZUuPPo0xA3JadLrViK0DWpIxxUUI6QOxs23M0hkdAdVhtYTeEVUDMy8UUOOFQQNL79nTosFFAssOeNO2fWEAxOLJJ1jdQQPrnFMPJFCJA/kIHfPm8UUCTZYrrX48qQCEZgFNIX1NAIwd6/iC0VkAqSD9E+xQ0QJLkzYFP11RAsi6AUpoHR0Ay/TGeJ7UgQBjWajx2NEhAhYcEqAnPU0CnFQvgIiVYQLh8L8EKBVNABCl1UlCgQUAV/HhXP/pWQPYobGzXG1FA8rLX0iQhJEBr1TT89Wk0QN+odeqvjj1ALLNWaH/8SED2F4MB73ImQNZvXMCLYD1AUIaa7DVH2z9tpdVkXu9UQKzsb8q8+0dARk57RVYZP0AmidykvJxYQDrsiq541/M/+JgdJxdYNEDuBZ5zKVlKQEHlf2klp0pAsL6VHdriI0BHqJjbziQyQJGIWR8Ox0FAtt064XGRVEA7QweTRNYtQMqwKmIrgUJATGhAMs0WUEANT9Qp86cvQCYxLd/1J0xA2rXt9w4EMUBc0Yyyne5IQHT3blWF30NAElzuSP3VOUBA66xEKapRQEUQMUh5rS1AsQma5gFqVEC5VuNLJdBQQJqZ+H150kJAopWB7yziRUC0krz4UeJFQO/UMfY+6z1AUyLuMU93MkDqZW+N/8lTQCtpnJOtlTJAdVYYdO3HVUDZIlxkj9ROQGb0YzzhAFhAKFNhQa9fRkBcOQaSCBlHQJjscTqagEVABUfWe/SWNUAapRh3GEo4QG6Go7X/5EtApcwgfJ6gU0AV6lszdYhLQIMk1V4UeVdATnSZvbSROkAw1ymxRdBRQNIez5A0YVhAykKHYO+ZRkC35ozVFmwnQAww5tIPE1RA9Hg+kHqdOkAEexQ1dcZYQA+9jwp5SVBAe0kxmOYMTEBRk8UN4NwXQJcdqtdpMQ9AV0Nz+pifNUCpya31kZtWQMLapNrxyUlACpqw6+xpQEBesqdKzmRIQNIOxrcaskBAojM3n7rhE0BaqNCyK8ImQNJOUKmC6lJAiFCHSsyxREAOmLDnAhNKQOXSliKmGg5Ag0ybADOuJ0CE+bj64lZSQPwFAZv77jpAgLVQNOUT4D88vCCHXmBYQNvBkOElJg1AGInu7OIz9z+RHg74vidWQJis2ettclVAR9puyRB0DECzN2WKcwtHQJpYdVKaHTxA3N4NZe7+G0BoFkVP07RWQAt527d8UTZA+tIxSAlNSkAFKTCR7oc9QAGmzqDTBVdAQ+kiE6OaL0CW+lSr8/RBQJrjtgkfGUNA3iip4QUBSUAdVzD7MlNCQKn70frmcVVAuOxtczNXWEB2To2uMAw7QN9Cme9qeDtAAj7y3ifPVEBH8IDpnL5MQLruqoNLyUZAbOVtuS6oVEBKb0Jr9AdMQMEf4ZZ0/FNAhgDEMqbYMUDrQdWyV61FQLzz7P9J5lVAeasLb0yLUUB2Alj9g4A6QJlc+4fOAxRAuQeGsJvvTkDeoiQtElpJQIW2sBztvUNAT5heDgdCTkDV23L9tGRDQBXM/SrZy1NAetseXvs6NUBtPgZda1g9QJhSCBCTRlVA8niRfEGCQUDFZz9FbBBLQOxdh12wMVVA2/RvhsVPV0BMZEJwSE9MQJnCdDPdIFVAPwAWvPt5T0CtFuPGRPZWQDPr+E7FKzFAy8pWyGT8OkBCuPabtOczQFdHHXxKRUFApeW9ZgD+QUCxuvfIfxxUQO8BrWXBM1ZAHpdNFFMOVkA53+cCI7VAQAu4FlZ/ZT1AkWj4iJ92UUBc9CGSs4dXQLu0kzLhYUFAMn658FmdR0B2w3/nAhtKQHrZzS+9s0VA1tK7TWVtJkBh3lLnIi0kQJ5ke0MYwipAAEOSVNZ8LkDN02AihfVXQD6HKTmomVRAGrB7XSjWL0DoQOrnmR1BQDpT6hb3j1JAwvUBvXXMQEDkSq/cKgkuQH8f242ZI1ZAAjJ7u32DV0CODBl3LuAeQAxtfuQdP0VAv9T49O57PEBzWIJ5JP9UQAwto2MgslZA1Dw7GNUUIUAH3PtYBhxQQICTKS1svlRA+oqpzI+kS0Dmagdg3tJWQCQcSezWoFVAIuExD2RPIUDiAIqSmlROQMc6Uea5F1hAhypg4kqEUkC1OZMS7gxMQLrkpg+rLlFA+vkJIDLXWEAOPQ+Ze8VTQOvce1Khxk1AiA0gveeJQkAtugEfRWc9QASYwzeE6FRAyVRR32FQVkCnV+9BAbNXQFMG3TZKBlNALzX7NZyHIEAhQCbvu6NTQFaprSbBtEJAa5Zzk+VwU0BbN2qDc89MQCw87MZBk1JAsNe81yzOVUCb7Czp31ROQMub4vh4oD9AMlRterOOUEA9rgrdjQpQQAd+/i9GBUhAfgLRXnuHTkD0IHeO9T1OQBeAhA8DpypAAc5kYe9kNEBydXQHcks+QIw53Ice/VBA5hhbZgebTED97Cf75GpFQIDhfVh28FhAXm8edNMUWEBKFJ9LVpYTQGCLSqiguVZAWkBCR+7oO0CpLjsiLIBRQJLwptYSpFdAcQWS2C1QNED37FGjWZhEQJhqM+o6fT5AwjG0iT+VTkC+bkUpeI4fQIatUIrK+FdAMxVwDXOSSkD65mC/9x87QLrzotP/WEFAyzcMajGyU0CIKm/WnW9XQGUWDSOd5FhA688SyrdzRUDUEaT73uhQQEHJR1NJwixAxfxItbxOV0Cl/L1pDDtWQErnSCK1y0JAuQJZuGTKVkCa3H5XdkQwQNvQlVn75VJAdp0SkMJ1OkAy5x5oPqtRQMplIqhASUdAT8+CQDQzRUDnOsbxEc1BQMmAeo8W1UBAlUVV3NlhVEDg/CYyg7i/P7CiMQR8VlhA1FsKeaUNUUBkUtanwSQeQMDcUycMQkpAMv8nThXBO0CwtnsUze5QQE0IhHYCDQ5AKj1mIFSqTEBG+CntdjlFQE7A5m8HHUZANVC4HLVgNUC+42q5C85SQLil0Av3CwNAbFye/+BVQ0AU93sOz0pLQLYTl4E7sVZA5l1mvSa/U0A+8Z1SFjhVQOeJyH0dwEVAEJqnXhInI0C+zxZXPW4qQM4xw2CGlVdAmLMraCztV0DWqRfLdiM+QCjrP9jNZjdAyJndS5oQRkBxRuhSBFxYQPy1tWUwhCBAsLqINIhKGUAGMC/oUbJGQOZG/GFSbRZAq3QTgqSyV0Bfa0Aul1xAQE3GO88cPzVAhDrl17+LUUCVyGW2caZUQJSUB2cqQldAAZCxV6swNUAKDVCbTEkyQO0sxtMh0VFAQgylfjUxSkC0Q//+Z19OQDgTo2G1Nk9AuV7TFGheUUD4oGt0L+kRQEBwB6N9HTpACNw0l2ZmSkCXt9B/xqBHQG+06lYhaVdAqOoWV5jc9j9y0yDVg9pJQPrhOqZijitA86WlMHO1V0BZoSTE59dXQDG3CuKBmFNAl5ii6dM2WEA5+blVaOFWQLbu09BABklA1ArnzSoeFkBXfyqNCO1SQIOpMqlxZ1FAaKDSv1pjRECLhc8VL/tYQHqL7LB58EZAnIuttj9c7j9wTrlq9M5MQCyu7JsaZExAaeIbMePxT0DhzU6RdFRDQIc0yaosikFALnNAdaqxVEBt6r56ZcpQQHQ9D3GvUEZADqwBTyS6RECH02UNhORXQMr8DglbICJAtkDkg7t3REAcsnrFOXEpQE/URRUrYldAhnAJ1jkPSkB56Uv9gRIqQF6aRFqdWzpAkOJeF+Qw+z/aG96URi1YQJkXn/RcC1ZAJ2X2Ks5CUEBucC1wM5xFQKg9Gnzbh1BAfHaSYcHQ7T8fPPdF6EkrQESR3PU1ZVVA3kR6qC1mVUASW4VNLG0UQMowpMk2s0ZAEB7bnYae/z9gK8j9t3EyQExUgnZT9U9ArQrCZV7rAkCYsi1rrcUMQEMDscLIskFA0pp6qr/iLkD/G16LTP9OQNvufSC3TFZAQzwiiUs8V0C9MqIZk/MsQM4HoaMz1ihA7hD/eQZwLUCw4MZkTNZIQMm2Yjh7kEpA/H+YtXW7LEDSoNS6srpJQGt+gV7QzFBAbudEuqQ4L0BAcrRqdT9WQHsNItedlhdAVRcedJoIQEDYbhO3IVYUQMjwhkSQlEdAgHWd9hpBPUB9ugZYpPtSQHQ7rWFG7Pg/igjiRGqxC0Dz95yI3kg+QOKEEyGLOlFA4UOFjRjCQ0D1mGdZxI1WQPJJn/Sy/lBAAOSGUwmrUkDYjp0MbepSQO00on7lwBFAywFtW1TjVEAEZXVRfuFBQEhsHL5PrVdAyYXzFmFsOUCyqB6afJtUQDJMWlnKRj1A2NsjCrsuPEBp4ZUeO7wxQGw76uty8jFAbtELVnLzU0Bwblui/TdJQKDSvtaqqlBAPBu3XmKYF0DGPTyjobs4QEfgnNOoq09A/5p+Ic5PIkBkoweIJ3VQQHkoA3AI2klAasZbTZnRN0Cv62CKJao1QCdfSdgv21BAmqCrbneA/D881Hw/JocpQMfClSkUnk5AmStyZIBiUECvsQMwNrRXQI/dXQSnSk5AF761MdKvMEDPtiGfu1A7QN4UNH3o4idAOhmaAcNMUUDemI2dS8lAQEufL6VBcU5AjpPzpnkHTUAa82+t5XYXQJ7yvXQJIFJAhBOeOT2iPUBI0IjD00tJQHq7/B2MnzBATMUQwpNAUUAw5TjyigrmPzDJoIk+XPk/qBOHq38MOkBpnrcOpc1UQGKif3RH8FVAzLDoPsbdVUA/0/IjXtpRQHBHAQ0z2S5ApzHpPYvgTEA0Ur7YDqc+QOUytGJspFdAVGaLv8AfHEB7vPqljbJTQNZqwmCZDyJAyTbAFq0UQUCsyNMz46AhQPmjBWDhf1dAz0BwM0Q1M0CHnSBUBL9RQNPK8SRUqlhA2PV6zRhsSECVhYB63WZBQABCvpwXzDlAl23ZI/3TPECqUQ0VYBZCQC75aJMt8UlAx2acwo4lKkAgtBqCfrZWQP5PTO+dei5AJPvZslLDSECvVCEidUJPQNLrsPKGaxNA0UV9zzL7U0CkWWVXGiciQOKk1Cw2o1NAN1Ir9DJOUED1ZkKGABFUQMj64NLVplRAaeOxBClgPEBqH/C4Y0pYQAanLl7AElNAte6PpCcpREDLwavF1sdQQOr1XrSs4lBAvPkOR8ThG0AwCRYUDqJIQLTNNaAvTkFAnytp6uveMEBCwgrNH4o3QMkwiVV7xFBAbMlJ0AJVUED0OcH3m0IsQCwOmJFlwUhAQSgXRqP2SkDq3O/Xu6dBQHwCSM8FwkdAEfYn4H52UkCTBq5N9UQhQO5HotFCilVACngZyc4OM0BX9lIw8gUyQN69lp7cKlFAJ53Vb3rTUUAYI+1mj9n2P0C2Gho04BVAOlD7K7j2VEAe4h++VENMQLxKGd3NGlhAsy3l0HrZQUAMctJBOGFSQD4PgQ+D0VFAIdXMJ0TNUkBqHYVc5CI3QIdrhWU2HFJAwv4+auCwT0DWSF7Y8jtSQHGDjLr85VNAGGR4pvSTVEAf0i2UVddRQCaUJdD5pFBA8n/qoauoMEDzJH6LhtoNQFNpGqw27VVA5CJMkbCfVkAonVuCo0xVQNb6b4njL0xAYKW8K30JTUCqiOMtRVryPyY6l+SLEkdAJPhOLP42VUAy3r2xzatTQACajDnyWVJAspOs3Dl2SEDqDE82zV4wQAZ7pRwU61RA3/M4jdrsR0C0uMOYcQVHQP7S8zxHQElATk6H2BWUSED6k3Vl9d1IQERiBl5y4E9A9yIRtz8EVECSzIVAU09SQCW8njRHBU1AXnUwrMPyUECjCYLTWXlFQJD1yDLl3jBA4a0aEze4SkDRLyBdONtXQCJnKRPVEhNAfb5TNd7NJUAW81X6K65YQMn/gYIKgURAZ7GGzKqaQEALk2iEaf9SQJrihfaVCk9A56Z+el+WPUDqWIX9aNZGQPMtsl5Dc09A5xTtQY/FUkC2tH4sTrEUQM4p9g3crzFAct2dqOEWL0CsvX1CyyAtQDogg91gY1NABt0GDVaR/D+395iOt4JSQA67yZj1BFFAyn8bH9IQLkByrbG1PpMoQI5D3Ur++kFAh6PChJGrGUB0CDZyCSZXQGvpc6yY1kJAvighFo+pTUA+3Z9LFTVCQA186XpF0DxANPkdxCixJUBBa0H2qXY4QAcNiSjznxpAkZBbT3LCJ0CXKe7NA/1EQPts0J23e01AfXl0ZfEJVkD6SOpxefdDQF5lvpggCThAKSt/z0kpVEDTgd/YvHxQQNR30kwBpSlAEUA01Zz+UUAUD7GQskZJQCaakXFKEVZAiBlE/rAKV0CNQdQhNexQQO7/DptJ4SFA3O3e7eusWEBKXo1mhWo9QDw8x7FMsDpAKoZ/Wcj9VkDaA9r660JUQIaCpn8kjldAso6JkChkQUAn1IryhGUFQIbSRYmQR1JAFYPQb49wVkBQsN4R/eNYQBMFmMYJIjhANDfhkTP1WEA33/ZzsFxSQOR1FjrOh1VAvoG/gMsCSkBeOFSyx+NKQNaywTlsBlFAV5i1h49aNkDZisQwafdMQHHfhLJuWUNAcsmihWTFVkCi51V8o8ZXQKw4BH4lYURAWXF8MajgV0A20eBc8pUpQHIxogrcpEhAusHoxnQYTUB/FN5ZHO1EQCPR4RnfvEdAIlAEdXcQTkDVprQp4RMxQNG9bcg1WkBA/kGhw5BZTkDLxcexKSwiQEGEthkQ4lJAdxZKArkBQ0AjGhZiL/xCQKULJCbKFkBAIUuazyYUV0BxSojvxDxUQIrBP/re8VZALp9DrR0kOkBlOS6+6ZoyQIBmZHVIa1RAGktnh42DWECsM9G/IX9NQPqDpeqahD9AOEkEP3Cj4z86lx25itlCQKyxNU61AlVAaTqeUQ2EUkAkUOrgPmRHQDqF993MVFZAocppOjUPQEBZhh3P71s4QNT3YB5HtE1AxAghxQReTkBfWwNN1IlDQJX6LdJ9bVVAe2PnxZo8IEDt3Ewgvb84QKAy+QI3oERAT8CjI+mXOkCxkqRAVy9EQCD1wD54SVRAx8GTvFymFEDLBh6bNP9LQEjTdZPeA9I/pS+XoDOJRkBjACr90VRHQEDn59e/COk/HDvHfzCAVUDSuamgkzBLQLHsLSaJ2FdADoXZd5lVP0BCqV2M/+tTQPZhcpADb1VA24T5yNuUVEDJ7V5FD+dTQE4PioAqaDNA/oH09AeZSkADGIlHW6xTQEBbQInCgTdAny6kCMOHSkBU9oLJ5zRJQOSNQmTMwlFADE8xs42rRUDOG2aor4ZYQKLDb+FMcD9ACoBqjSZ+TUA8pHMvxYJRQGsNnQ9VjlVADAFaPDObVUCSfj8BagQQQKkvcf/J2UFA8H1J9Qq0OUA7NnDGMKk7QM6uAmoQ3i5AeYrX7hXFUkDrfvNaQ5gsQAJ2jsvroldA6GqclwU9VkDoLZtGcAlEQONtNcwQtkZAjwHotQDwQEAQVv8fS4FQQLDoMUVw+SZADKY6UEqyNECnrtwF7V0IQDvtsdUm8lFAfjbM7RvZUUBITT/SXAb5P9qV8IOpCCRATthAxCrOU0DTzYurbRkwQP/TCHOGoipA6JGqYl48BUB1XPxcSHs9QOyJYe1v/VhAOEsWZj3qLEBgVofKtuxIQJYWKrOo4VZAvioO97z4V0DEO+EnGbJQQBlco2t9W05AimVn3UmOMED8KV4MUbw6QE56WXT/OVFAYtW3HMtRKEA6Oeco5oVWQL/szAugYUFAXxOdifmCSEBypjAkJ3lLQCpqbv7XwzdAYBAumodrRUCXgPt6NXVSQLtbRzyy4kZABWUlYmUKVEBaqB+pq/5JQOndFcHPY1hAGvNUPi3kTUAyansTg4ZTQHNLHe7GzlBArTcjDwbOVUCbSCzoycZTQGlD4sKcYCpA/rn+NLG/QUBRawGpM+omQAkor9SLy1BAzJ+lKWp9WECvX7HblLZOQPwQUopeREJAtPnc4wu/E0C71bccDaQ8QL8fGEVrQ0ZAPrAwykfiLkDaWKGqDBgdQGjZVtpIbEpAH2C+sJxTSUBUI5P7j8g/QE6/LbcIKVRAVNhEbxFeNkCkHzi/x1IyQIxVIUiSHklAluX8zdYMSkDAZdhxBP07QLsnmSExUDpAI60JTB3qQEBQRqsYab8yQJddknZKCVJASBgXnE5zWEBg65mICz9AQET5fH0Jk0JA+Egmcjm/QEBXQB9IyPdRQMtzSqdrD1ZAFS5302rOP0BG4DmyEdVQQPA+EnsaXFRAzqCdRd4CM0C2waHoLaMIQBjTJv4aylRAeB87dqa4VECvuVzqAo8xQGIhMj19rBhAEFFTjIUkOEAOExafKTpVQOu1nlBMCi1ARFkIVTm2S0BaaJ+VhkM5QGH3/LthX1RAZ6tZ7VaNVUBsFoHiX6Q4QB5rexLWjSFA6FcetcwKNEAWXXKgyphMQBSobJkeayxA43B67J/AMUAXMIT/VR1WQPUK8bv2AlVAUp6ZptoPFUCogoZelYFHQLbDF1icaQpAW5ZeqrR1IUBOKOkblygmQErb+PmcpDVARa6fpMChTECWIT3o0BRVQNN8mnhoqlFAfRukCm7KC0C9mmyeSSY6QMU0E/q+WVJAQvhUfpo2TEC4ckzA+EtDQF6alZ2ZPlVAjvcI/xYfV0ChvuysFVdWQNvcHqcqUUtArFw9rv+OK0BCSOerM0ZYQNA8BRo1Ej9A0Y38/69jQkCipVkfcapOQBG/qKS1MjJANrv+tp2cIUBnIZ4L/ORQQEwBr59VtjZAS6ppOE+pVkA4RPNtsxpVQO+ODbITpkpAylSOWiILRUAPNxhlRl9MQJyXkX3rElFAsJ0DQZEPQUBCe0L3Yk5TQJx4VNXMW09Aewu+cuFQSUDehrhcolAyQLjUeBYmDS9AXteFE4LiDEBv8yVv+QBDQJhSggNAgFRAe0JeL0dIJkCqZiLk/dw3QJz63epFjVNANXruw0rZOUDUkCs40K9QQM3HMnQeY0lAeaGndE0wQkBdJU5j8oZMQOj3xG5kyitAYK+tdCd4KkDDX6w+sSxQQIR/SqshExhAPomQ3EePVUC0rZk1qCQdQGZse6VXLzRAt7YzHcAFT0B1XqgvSqBTQC7ekPNl9xRAEAW9HLgKREAqT9k4XURHQDOy9utplFNA0ydsyd52PUAT71YcxPFUQLoQvPBlpjVA46PBKiKvREDh0K19pa86QAqvRZqqFTVARpan280eR0DfgZS4GwhSQK9/0wNgmEBAhMfmjbf7KUCRUe4VkKpSQIpbGM4GKU5AQz5ujWa0S0CshUEuyChWQNC8s078gCNA1vrm2Fns9D9ydmN43jImQMQU5PaBKFNAKZQ0IleiU0AnyWVU9akzQFI8D1KjZSZAqX7lKVTeWEAohKRZOp8nQC9OkxSZaDpATdpa2BRzQ0A1xifoTtFXQJwwRTtEAFdAm+SF36oySkCRET6bDaFXQKgpS4NBweY/OpF4usIz9T/4VK6gcnYtQJTBBFt8ACFACqRi02usEEDrjoVKoclFQEG+8tpcxyRA9tEIBNJGV0CkgmCN/IceQKWlFr2OzlFAPJQqH8MeGEC2e9ReZd9LQHT63XkCzk5ALs78+6QDQkB6/atKU4oiQBR5jGkr8jFAmb2Enh+dVUAZsJT5Ie9UQM7kH3tqbCNAoX5mJG3gTUC08wzMgqUyQKs3E14XE0pA8eGauOtaWEDJpv6YrjNRQNSWeqbyAFBAkb7BO64tTkC111+cGRc7QFo8fU59lFRA8ozpNh4RTUAut0VfWe0wQORxZ9QvlyxAt5ocH3+WVUBv+vvUtyxOQLL1dtYFMjdAZ3wvgACsV0Dqzl1l1YdHQN5gs4OVMVNAfcv9KyCXR0AZSn7dK6w5QElmP5vbZD1AYBeeCovoWEAGDV6oA2BNQFMizYDkxUpA5YHVRsxPPUBAL1+6KpcrQAK3koIPhiFAAnqDHLamSECY7vkbig4LQKz3VogxrvA/pMCigJhcNEDO9AX3v3lVQJ/G2f4AbUxAu3W8AhmvL0ARtLiUlrNAQLk1RmuIPkNAkiTPWe6XTEA06qY0aPJYQB2OW5ANbzBAAlvscIdbGUBKPCRJSOgUQK4Dnv3vlD1AYVcvmqRTTEAFnR3dAuIwQEwUlRJpszpAMy8+gPPIU0BCeVDRiXEnQNQ8Tcg8BVhAXTxje/89MkC3ilUS3y9HQLDIAFiczyRAgBngvOxaUED3lBXeiH9YQGoPjH46VlZA8xW6FMNGU0Bqx+nxqKAxQG0jiTcoLkFAE/z7W1ENWEBostUEPpVGQMRAVPdavjJAmQeXIissVkDPV1hdBLwMQIkWbMNhkUhAcehS8Z8AS0Ai3LG/rwJUQPoiMYgDqVVAn8LzaRfLTEBRroaX5y5HQEbRLVcbZ0NA9LPgXfmWSkDhxQ10l/lSQIiypeA/uk9ABIz74mrMP0DBmc7xkzxTQDJl131r0k1A12+/afoZOEAK/I6KPmgiQDH45B6LXz9AGHBFUAo0RUB7y51TrcREQF7f/w4C91NAYN8bhkh32D90rKEJPiEgQJbMsi+uyAtAECiX59pSV0CcBEwg3SlUQGMNdFZMZU5ApbSDQ4sLUEC8iPi1g+RWQAINMgmknTpAz7LRUNWJL0CsPorwLQ4lQB2dLYiikkBAzmD2d9cZPEA5CMSmnWpVQPY+FMHz1VRAgQrAc6klUkC5++MbZA5VQA+HJ9LBkVJATAzNwDdBQECaJcOlVvxXQJxQ7l3RelRAWehpSSndUUBtARA/sXBPQFruZnDgkVdAMW2nEB2EUkD45ye3e1M+QC1VZngkelZAvkL9Dx/uM0DtywPgp0UxQLjbmY5k4hBA9fbl+MHDU0CUMotzYfRBQLs0AB7FJFFAA1OLxPvTPkC2FTvK3JY4QLmWT238iEBA/vL2+uGQN0DWrE/UYYpWQADu/WWqnldAGCfK6dusU0Bdll9jnj85QMIKoI94FVdAzgAksGbVPUAyuFBk83NVQPNLiabVnkBAVy/P8C7LU0CmGFCI26pVQGR4dxftqDJAG8xyHFApFUB4KdjIaB9HQGBtdyK7hds/UDmvdLmHVEBbU1XVRdhXQH0GM8hrgwlARvZEJvQUS0C5rozzQsIXQMGtyaWm6kZAE6FF1pA7RUB8MORcUJkqQPrssPQasUVAStz2Uuw+JEDKh0T0MPRSQHYUZ0zjdk5AN2PBxN/yS0BFxOThLho/QJ7zssS9309AbGqESBjvO0BiSaXQCDQXQJNktgnFPlBAUhna6ImVOED2sVQxRS1YQA6U7vzyDiJA5Oi1KVYnSEARTSpP6AZKQGYNW6AWmlhA1tGk5DpSDkAy/J1MlbQ+QNpe31+bVztA2Vxd0iGMVEAJuLsxH2VBQEUmNbY+mExAPJq5s5v5JUAvLUWByghWQC3dB1nXGzFAPd7DRYdzP0DOGK3/iIAhQBrSSBFsUx1AfF7UVwC4R0DJ0GSljMVOQPLj0DvseS1AAb7FpTDvVkDfzHbXt5M4QDQYnZ8keFRAhzu4zZ0ZQkDuGtFtsLtJQJMoqu5ZcTtAvkdEighPKUAk1H3nWoQvQCeUcQN3s0FAXHodQVeNQEDgb6HCwuwnQOby3siXdUVAGuU71rfQRECaAWkAEIlWQPbMgxdrr09Aa9u/Ur92VEBpcI9jYO8yQOH69rNnCDxAqGSvB79VR0AaAd+z8PVDQECQYB/pmFNAMPGuljEhR0BF+8n8mwIqQAbdSmcM21JAaianMsjzSUD/qE/LeyBYQPbV5+Xz8vU/X5mRzxNaTEBGxiiK/pX/P+rpSSTPO1BANze+uf8zT0Bv39n3MJVVQJAbdtK7hVNAVL6FckqBQ0BJr8Hij8BAQBCr8+aZN01AFt+vnyHoQkAyYMaHpzYnQASGq5JuuFdAySTx7UNXWEASt6xwkUhQQGoZjJAXkVVAsq6JoxysSUAdm60g8MNGQKNQUlrvIE5A6g9HhVtQFUAcmq5BFQMXQPKlqcRK3lNAaZLvOwZtT0DbJDoQOS8iQC2erAmjbFFARBgk2h+mQ0C4ifa6iPraP7wmWdbJs1VA5E1tTIoGQ0ACVWD/IblRQP9pRJtH/ChA5ENVLW2PUUChFDY6q743QCFA9RoHI1VAXF0t/QulQ0C56EOTzllBQDwgt3yziFVAzRji587BKEB06+0iuFlJQPawp9X8dgxA10KvLKKNP0AIey6pnnL7P6PrpRFbGyJA7/ZuyzUxV0BqUSdX/M5KQIs+6tileFhAy7xXXuGjFEAjDu+ug2BSQCLJDqoo5EVAysAuiCjnK0Bk56K/ap5DQGC1+gxb9hhASHltQLFvBUBGCb2l92ZEQNLPz5YEcFFAzhOj70CBUkBQ13FEPP5AQPSPWdJD1URAtCd50LLpUkA57/FxY9RRQOrZqymPoU5AEBgY1vSbQED5ZVnWTXcKQIRxbOHV5y9APVU89L7yT0C4dTCeybpWQKZ5Nkji7zBACJWoI5/VKECsTILuS8kQQGRGNrQRSeU/6j8rA8M/V0A/UfK5LRZDQPgtSNrP61ZAL7sbxJkZWEDFLNnbP5lDQOh9LSuL51BAYgRChYW8HkASdy9RcEFTQLMdgKu1eEZAZ0vxxUXrRUBgM7rbIcxXQO9Eh6qhTjNARJJP4iw3SUAcz50fZmFOQNq6eM38AE5AXHxO36YbOEADs0Y5bPhEQMU1mUhSzkdAWOlUcuYPPED1tjVyj29DQOZB5lDaezpANE++iH0JVECB5111uAAkQDUFpfbxwkRAOKBGNJe8QED4TTEEU1tYQK0+gE3AX0xA+fpth3jfUkAae1+kaTdHQHHxIDW05DJAnUhO/3mOV0B967UEz15YQNXjishPfUxAgxQQW2D9REC07XE0Ld1TQCrdPu9IRk1A9p8LfxlIS0BGbP61eYggQOETS6Zaa01A64y0WKfZUkDaXUHlFKBGQJnagoTBsEFA3RLQrZO0M0Ai+SsOAMQ2QFw9g5/5eEhAdBY24MXiT0AV4v+sPrJYQMpLg4vo8fQ/3vWzij1oPUDdrhlaYx06QMA/gQ44QxpAeKSfH4t8FEBylgWtdLpVQKc2wLxO01FAYFgBvC7FKkDkEXraxxhYQMi+2k5fKEFAcs0B+1BSTkDeljH7UaFSQK/78UUwnlJAaAIzKNSHVECcj8a0++dXQFBJJnH9cFhAgpCz5TmiI0As0DYKHk9SQOaZlb2VUTZAovIYg6EWP0BzxGMMLPlPQPZ7W6ExuUlAs9c/RAfIRUDfAhYq221QQABNZyRiEwFAHQwYuSpcQEC2YcEUBR5VQAmydgT7i0tAEurMIISt8T+uZYtswPdXQCmg2BVZ3FFAplnCPWE8UUCtX/9N4CQvQDCX6NV2aDRATxbPg8Z0SUAndMTek9xCQPJPoM1gWilAD6OUnmEfM0D5+R1f5sw7QDmY9WMiXldAz+MHn+VcRkDxQqDpMktRQH1IR/AU0UFAjv5gE74WOkD3RXpOW6NBQHJstz3SPVVAxcIj4SfvMUBkN/3EdmdQQPbGxaW7o0FAp/hkaBxWNUBNu8OKsjctQB6WuWEbi0xACXWwe+rTV0DNIF7dzCAzQErtqbdI3VZAfXsMIgucMUAtzQ4BfqlSQLGQLQimiVZAy0P16kJZGkAO3r/B9bsyQKq+bVaRMU5AIUkGx0ReNkDqZzoIMZBFQJgh/2BIxFZAPn1RaGMqSkCBeApigzdVQB2aXa5xXkNATKFONGHCTEDyYojWRpwdQPtrdY4JHVBAoXnJt5RMTUAMuatKXFhHQA5hzv+kslBAqBemCKVnWEC/+S106tJSQKuXh5nzxjRAslNTViEaV0AbpswGQrlWQLaZbe4QAFJAQlE/SUCuWEBJgdJgf94tQMnoiu0UWhtAmD0G3F01QEBLWSaP0wVVQB1S9D94nFVAmDmcsnhNFEBFpSbvBP5YQP374XXdL0lA+W3BKXQOPUD1+Nufi8VEQOLYTG8aIjFA8y5jXYyjU0CYdnvWtOowQHZ3qA6WzyRAYFXgN8vTF0CLHNZrTY1JQCGgCA5Cv1VAMPBAZH9Z0T/1Ps+7jthHQEWynwT61i9AwPl18elZV0AbuGhjNmhTQECiEdTcSldA8BXlOvssVUBYOrSfrNVXQKe37FpqqVhAUG1IzOLaUEDfjaiGWCgmQFPza/6/VEBAD/8kZmLnU0CtHf2+iqZCQKJb8p+09ldAML3gWjnqFEBF2PCVNIdXQCbUn2wI71VANtGlaSV+VkAdham08jVRQOsyBYryL0VA4xKbO63qVkDCI9l4bt5MQH2U/WSBzEZA/kfuEKPRS0DpqtH2xwdQQKo99Ky2PFJAv75rkdltSkDsC+K0GNJUQGyp1p54L1BAMGmwZThSPUBXj3vejQtJQI6xFZoLQFRAAso/vfw6QkAhzZ0c5p1OQA3b/RjNZDRAk9GXnAMCIECJlZT5Sc9EQPqT6lK7dzJAxxPEHNX6WEBAFGxpiSMvQCzG6Ila5ApAkMXHLE82VkA1ppecyUhWQCIALOviTVVAoO4Y2I/AU0CDX7iOnmwiQFjZgXQQJUxApFoEusQNOUA0Iu94ergsQDS2dsbQzjZATtbXbkfgUUDzQ4/k6s1XQObxJq6/0FJAdaJFL4LTSkBnC6myTBUGQFRIvR0pxT9A7RtAzqM8QUBWxj7S8OE2QLH67DOiXENA/lONF3s4UUCCOnhyRANXQMt3Xh3QI0FATN8xNqW8VkAEdEN2PNhHQDaw94Z8ilBA08ra1BjxM0AzdePsS0hCQDonQ2F7Y/s/difDHW2FSEAJCP2B2XU4QFIacm9jtkJA6DHQJUWBRkBAzd2Ich7JPwMT6SI0OE9A2DsLJo05SEAjqmhdBzZKQIpW8x6eZ1BA4v4MTG+EUUDK6ItTM2JCQJY4zLURMFFAAoHDPuQKS0CNdn1cMFRDQMe3ofvkiENAWyMVECXZPEC8SNXsxvJVQANQ06CcD0RAv7JKcOVbQUD2P5pdIkI0QNg6bnlz1T1ACoqSohDNVkChjQbeykZTQABgHpQndklAnsjMi7I7Q0A/d9IhNyJSQKRurqCzXBdA86tIpEh3U0CqTFWC63dHQPr9g4iNCTZAnr9VZT+/VEB8Hv4zSPdAQHQsrQqGLk5A4kcNnR7pTUAxhnhBI4k9QHw7zbr3KkZAvUhNWBw5RkAoF81yPRhTQEk+wtGnjk9A9pI4OUd6LECMXQc/E2A4QLDkanUHqVBAz/W/LJ1KV0BpiqU3MitGQIUGRD8mh0pAupsobSN6K0AFp6D3b8YyQNLw2iuehz5AEeHdcwHCVEBan1IFkXIwQCvTQ+rGslJAYjASralCIkCKI2wRdWJEQNUqynRV/RhAjpZUeXHhG0Aks3AANJJVQHlL0dV1dz1A6Z6khyaMVEDQpLTIYztNQDfhcIQP2kVABv5N+4ZAREDrtepH5n4mQBqu+etOC0RAB6WPcZ1kWEB0BrcTNHcjQP93Ku9YiVJApgvp9KyPQEAkbifFaNpTQAD1CT8ewjxAk7mtFWYXQkAcS6eo92M9QN9Sz6+51VVAP1CUt+yfV0BvGTiwj9xDQDGD7EBA9h5A6mkw1sejQkChmVYLmw1FQAytgLUxAB5AeBJcxXieR0AGsq0aimUUQKc+6D6Zl1hAfNmnspfZU0Bia7pEzx5MQPvle0PXolJARugkbgzmN0BRe4FfG1VKQFs/B6neE05ATgT+3L7bGUCYb/c/1hZYQHJBEJpPJVVAvCyff+dgRUDunrE5PvBSQJhTYltwpDtAsBg7XAXIRkA3sgBE7EQ9QHE2qkRHMSBAcMwpW7D4JkCKZiehEYBQQBiRLT2+LAVAcZuFA26bGkBwItMSBiPTP82gSF8ufUtA7S1rtk7DTEDUvS3pTl9MQCPBG5Qj0EVAudAJkA19VEAPbH3y5O9TQP4Iz78x1ldAs1rb9bPASkBI3mK4M5RYQD6HJmI3fEVAa4l7nZauNUDGwfCzULNVQImF4YKfJ1hAEcYrEOPQT0BCRAh15C5AQCzRNpzNx1ZAptAkaj25VUBME6uu0CdCQBC97hrVVE9ARItcSsFgVUCXEieg2QZTQDFP7DUCjFdA8qwGAwl/MEA3Yi/0HRZTQD84XGOguz5AbCRcN09uOkB3BbTrwm5IQK3Gh5pigUNAKa8NBmiAV0D3kEaWXd9YQOPfDnRhpVJAPWyYqhRUU0DgAzqokfsfQFIMXZXFB0VA+wruRIp1DEC+y8eycaVVQDwRpvdTZkxA/Vc3C10yUkCAEVc3JgISQIHBouKADU9AyCEjEmI7UECSXdtXZ5pKQBoMydpxXVFAIZT5A3KuHUBmrtIi2wxQQPohd04tR0RAdTZNf2XWT0AJaA9Mb01JQIR2L+kPaBJA8YlWbcRmVkDtwWW0WjNMQLnWux4nv0pARQZMSp+7UkCuzqlEdVsSQETfBSnpyfM/Q6MNcwjvSkBNiAc5jEc2QEYgG48FElBAG7l6SoKLLUBWQ7gagFQ5QEDCK5lPMFJA3m4X2RlVV0CV62gS5u1WQD4kIAUK+ixAAm3wDOdKTEBbDHqOhXNLQNabfOoljTxAobr8D1FRTECTvl6nEw1TQG6PUv66SURA6Lei/002C0CQEo/AQa1YQOc4ig1RnklAe1BArAZME0BqtAw/+VU2QAcPw8z+mCNAdKe80vXAL0D/v032J4Q8QNQj4PSdix9AdMJ4mmqYVUAa1i0tXCZMQGONFGnBOlBALKRzSxTaTUCOKENJUlxIQJLAP3z20DVAn0iKLPt7WECsTEqfxmJNQMERg7Hy8kFAYsZFQ/8QUUB1X3FYpNlGQPaXi9rRu1VAxvoej0pKUUDIcY4rEL1SQIPRxB/RKTNAkPPPO0EFV0Ch8Foos4VQQGc/K/yO9j9AVCCdwDeXGkArJKz3OB5MQHKtXxOrdVRASOe5NMvWRkA6ZewH0SFTQGZZgV7PGUpAzffqVTCmUUBLMypKXnRWQA27lX1MLUZArUSvtlVfV0B/jE8sSxAnQLWQNSpxpVBAbwgZcGKqUEB8XV8NGRBGQEaz6PfP5BFAhwpDdpGePkAuBZBJUScmQNQ6U7xq+eg/2HGplWCkVED9pJJb7jtSQNCyY3HbQFFA6GoiwSaFS0BWf8C6DEZVQFtK2PSTrj5AbvUczG2CRUCIT6jZolxSQKmPmx7hhEpAIIlTtRcpNkAMr6nqJw5HQKwe4yWJzxtA9rReRrBYTkBkPdD6kE4aQJiJoSzoQUFADS3L0DijSEB1Bv+7WKMzQCbkn3Pwn0VAH5PSf5GRDkDq8GO4KJdIQDUb8FJPn1JA02g788SqWED3tB5FNsg9QAxuRfTAcFFA0FZYgA3BKUCUZfXnIYFKQOn+6W4uBzpAOv6SO8ZORkADOF9bdx5JQEBfdgdZ2UpA8A4ueJa05D85ky/c3G9NQDn6+GBihE9Ao2/uOQ1QJ0Dklb5nn7pWQJhjA6Et1AdAxG7XbMuHQkBwkQW8px5MQPLyXktiylBAVi4IfeoYUEC4Fu44wVNXQFmhC34LlkdAXVwHrhWPOEAT8G7zGB5UQB+V2HKRolRAdEbpGCmjS0DpANbOPIJRQJFk8s8RPzJAw+1W+G4BI0AWDiOo1DwgQCYxerGzHzVAuN7tvWCRPkC2CSJHmJo/QLCjBbJWVDlAuWsdGYC6TUB+eTZIhJojQAoLkiJlulZATW+ED7MrB0D6dSArbqdWQFoF5iGcpVJAsloUnEbwSEAkTgQ2YqZVQMlfNXIH31BAO9nWxvOMUkAgp0wrSnlVQKADaLWnlUNA9OxoQ1QvTUBkrw3ir6dVQJn2gIazm1RAnGaCc3e+UEB26JZ8WNwpQAVglXk/GFVA7lAOMnddVUAxgfLv0foxQIJlga2hP0BAv6PkbfFjSEALRK27iS1DQP6gx8rRfElA+e5sHBL+V0B5eKjllFBRQBKfqV0aSEhAHmeohpOzU0C2y4MrBspHQKsvayL+DUdAi11rB4ZGUkDctEINE6dWQPgky9TLDzRAQdYxRccuMkBjl/b/WohQQKLVzHWuU0tAXK/qoaDtTkCVKO3MAGxLQD7U3iT2PgRAc2kDxgV6SEAgbDRfrqfmP5nxZxHtrEJAr3byxzOvWEBlsSY/6vRYQCkxM/avJFhAFV/heZiDUUAcA39xV9dWQCszXzj0PFBAoUI3ZK0uOkCQC975agpYQJbnldkPn0pAJvykikKAQUCPC1fGmqFVQAQqKwMmI0pAG1pzJCyPUUAZNcrGImRRQBAAudja81hANyYq3pVeMEDqcRLryRkQQD4zjBmQUDlApTOyEB8pU0BwFlR48y9EQIXEJykPwztAXQ7Zwy6mU0BbqBh2C3ohQHZ/wq/rv0FAPs7zY5ruV0A0I5Q3atdLQEgtCjrFDVJAlqFyY8y4VEAKq2TZnpdFQPA6NBDaTA5A8OARCzmTUUDfzluD7n8pQBYNrk6cwRhAdjTxzMJLO0BA8RFrFnRFQMD9nRW6/aw/nYEdhIl7OECwm+Z3KnIRQMejwpMTPUJAWP2xyakO3D/GMThQWIpXQHdNtM+4k0BASg2/cFBkVEBaGRygoSM1QKt0NyhyAFVAlzsIFSEYRkA4/tTI7aZJQNe9gt45fyRAQ+37nN+WVEAypwWb9NwpQNx7yYbtskxAw+e/k+/gTECfd8EsCJJXQAw0X/HuoyJA0ZjCYC1GOUChk6QjFHZQQGw3ArA30lZAGWe2AX2yD0CtTNrdl8tNQEx/Mlvu5k5ANXJ4HZxWUEDOMrkiGaBOQAy2k1rVoRxA/rTh0seyLUDFlBzzcstRQNG89oz/vCxAcPw/kRdwVkCyczjJ2ixVQCeW4WM9AUlA9Jjbgc8QV0Co7waxSPwPQD0pBfsDfk1A/KCWxyS/5j/1Zgo6c8JUQI1rUOUDFVhAud+yHNqeQkACI0LnHQdRQJHubt51yy1AfVbgecEwI0DszZ0vR8NKQPjZaVRyVFFAxu8dNhjZRUBvNseNC0wmQNB/9OQZ2CVAbd4P6aBRSEAIXVrSPOFTQLkS3H+EgFZAKVkqXFkiKED0PuO21kw8QHOEazC6BlRAnDn3MXd+JkBLBocimBQ2QAJveNSmUyZAWZmcwCgnVEBxaAYVD9ZVQASSgVK01VJAqH1/HihoLkAOq8Me/1hLQHXcVlvmuzdAQ9lwkxYFVUBmreHIQCQtQFOTmdOcmhBAQu4q3yM4UkCM0c5FU2gkQF6JWPxndTRA3FXpF4+NVEA=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]}},\"selected\":{\"id\":\"1911\"},\"selection_policy\":{\"id\":\"1910\"}},\"id\":\"1797\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"1781\"}},\"id\":\"1778\",\"type\":\"BoxSelectTool\"},{\"attributes\":{},\"id\":\"1906\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"field\":\"fill_color\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":null},\"radius\":{\"field\":\"radius\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1799\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1771\",\"type\":\"CrosshairTool\"},{\"attributes\":{\"callback\":null},\"id\":\"1770\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"1772\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1905\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"1777\",\"type\":\"SaveTool\"},{\"attributes\":{\"overlay\":{\"id\":\"1782\"}},\"id\":\"1774\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1775\",\"type\":\"ResetTool\"},{\"attributes\":{\"callback\":null},\"id\":\"1776\",\"type\":\"TapTool\"},{\"attributes\":{},\"id\":\"1760\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1908\",\"type\":\"AllLabels\"},{\"attributes\":{\"overlay\":{\"id\":\"1784\"}},\"id\":\"1779\",\"type\":\"PolySelectTool\"},{\"attributes\":{},\"id\":\"1909\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"overlay\":{\"id\":\"1783\"}},\"id\":\"1780\",\"type\":\"LassoSelectTool\"},{\"attributes\":{\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"1783\",\"type\":\"PolyAnnotation\"},{\"attributes\":{\"active_multi\":null,\"tools\":[{\"id\":\"1770\"},{\"id\":\"1771\"},{\"id\":\"1772\"},{\"id\":\"1773\"},{\"id\":\"1774\"},{\"id\":\"1775\"},{\"id\":\"1776\"},{\"id\":\"1777\"},{\"id\":\"1778\"},{\"id\":\"1779\"},{\"id\":\"1780\"}]},\"id\":\"1785\",\"type\":\"Toolbar\"},{\"attributes\":{\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"1784\",\"type\":\"PolyAnnotation\"}],\"root_ids\":[\"1753\"]},\"title\":\"Bokeh Application\",\"version\":\"2.3.2\"}};\n",
       "  var render_items = [{\"docid\":\"ed799628-22b0-41fe-9127-745ca231b0b7\",\"root_ids\":[\"1753\"],\"roots\":{\"1753\":\"4217bbab-abe9-45d6-8810-b79152582336\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1753"
      }
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"e229d875-1fab-412f-8b90-5a19f485191e\" data-root-id=\"1802\"></div>\n"
      ]
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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"y\":{\"__ndarray__\":\"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Application\",\"version\":\"2.3.2\"}};\n",
       "  var render_items = [{\"docid\":\"f465b5d0-8dbe-4db5-8bd6-20319efaac93\",\"root_ids\":[\"1802\"],\"roots\":{\"1802\":\"e229d875-1fab-412f-8b90-5a19f485191e\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1802"
      }
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"a6c338b2-170e-4ee5-bf36-322a83664af3\" data-root-id=\"2168\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
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e\":\"PolySelectTool\"},{\"attributes\":{},\"id\":\"1756\",\"type\":\"DataRange1d\"},{\"attributes\":{\"overlay\":{\"id\":\"1832\"}},\"id\":\"1829\",\"type\":\"LassoSelectTool\"},{\"attributes\":{},\"id\":\"1902\",\"type\":\"Title\"},{\"attributes\":{\"toolbars\":[{\"id\":\"1785\"},{\"id\":\"1834\"}],\"tools\":[{\"id\":\"1770\"},{\"id\":\"1771\"},{\"id\":\"1772\"},{\"id\":\"1773\"},{\"id\":\"1774\"},{\"id\":\"1775\"},{\"id\":\"1776\"},{\"id\":\"1777\"},{\"id\":\"1778\"},{\"id\":\"1779\"},{\"id\":\"1780\"},{\"id\":\"1819\"},{\"id\":\"1820\"},{\"id\":\"1821\"},{\"id\":\"1822\"},{\"id\":\"1823\"},{\"id\":\"1824\"},{\"id\":\"1825\"},{\"id\":\"1826\"},{\"id\":\"1827\"},{\"id\":\"1828\"},{\"id\":\"1829\"}]},\"id\":\"2166\",\"type\":\"ProxyToolbar\"},{\"attributes\":{\"children\":[[{\"id\":\"1753\"},0,0],[{\"id\":\"1802\"},0,1]]},\"id\":\"2165\",\"type\":\"GridBox\"},{\"attributes\":{},\"id\":\"1906\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"2051\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"1905\",\"type\":\"AllLabels\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1830\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"1908\",\"type\":\"AllLabels\"},{\"attributes\":{\"data_source\":{\"id\":\"1846\"},\"glyph\":{\"id\":\"1847\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1848\"},\"view\":{\"id\":\"1850\"}},\"id\":\"1849\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1909\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1831\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"2054\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"2055\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1910\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"1832\",\"type\":\"PolyAnnotation\"},{\"attributes\":{},\"id\":\"1911\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2057\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"2058\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"1833\",\"type\":\"PolyAnnotation\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"field\":\"fill_color\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":null},\"radius\":{\"field\":\"radius\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1848\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2059\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"active_multi\":null,\"tools\":[{\"id\":\"1819\"},{\"id\":\"1820\"},{\"id\":\"1821\"},{\"id\":\"1822\"},{\"id\":\"1823\"},{\"id\":\"1824\"},{\"id\":\"1825\"},{\"id\":\"1826\"},{\"id\":\"1827\"},{\"id\":\"1828\"},{\"id\":\"1829\"}]},\"id\":\"1834\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"1846\"}},\"id\":\"1850\",\"type\":\"CDSView\"}],\"root_ids\":[\"2168\"]},\"title\":\"Bokeh Application\",\"version\":\"2.3.2\"}};\n",
       "  var render_items = [{\"docid\":\"fc723536-2f14-412c-9274-d451c454bb2f\",\"root_ids\":[\"2168\"],\"roots\":{\"2168\":\"a6c338b2-170e-4ee5-bf36-322a83664af3\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "2168"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 数据\n",
    "N= 4000\n",
    "x=np.random.random(size=N) *100 #随机点x坐标\n",
    "y= np.random.random(size=N)*100 #随机点y坐标\n",
    "radii= np.random.random(size=N)*1.5 #随机半径\n",
    "#工具条\n",
    "TOOLS=\"hover, crosshair,pan,wheel_zoom,box_zoom, reset, tap, save, box_select,poly_select, lasso_select\"\n",
    "# RGB颜色，画布1，绘图1\n",
    "colors2 = [\"#%02x%02x%02x\" %(int(r),int(g),150) for r,g in zip(50+2*x,30+2*y)]\n",
    "p1 = figure(width=300,height=300, tools=TOOLS)\n",
    "p1.scatter(x,y, radius=radii, fill_color=colors2,fill_alpha=0.6, line_color =None)\n",
    "# RGB颜色，画布2，绘图2\n",
    "colors2 =[ \"#%02x%02x%02x\"%(150,int(g),int(b) ) for g, b in zip(50+2*x,30+2*y)]\n",
    "p2 = figure(width=300,height=300,tools=TOOLS)\n",
    "p2.scatter(x,y, radius=radii,fill_color=colors2, fill_alpha=0.6, line_color=None)\n",
    "# 直接显示\n",
    "show(p1)\n",
    "show(p2)\n",
    "# 网格显示\n",
    "from bokeh.layouts import gridplot\n",
    "grid = gridplot([[p1,p2]])\n",
    "show(grid)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "3ba057eb",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "BokehDeprecationWarning: 'Oval' is deprecated and will be removed in Bokeh 3.0, use the Ellipse glyph instead\n",
      "BokehDeprecationWarning: 'Oval' is deprecated and will be removed in Bokeh 3.0, use the Ellipse glyph instead\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"0c05aec8-1393-49c4-9a05-c7b391b4718e\" data-root-id=\"3310\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
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"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"AAAAAAAAEEAAAAAAAAACQAAAAAAAAPA/AAAAAAAA0D8AAAAAAAAAAAAAAAAAANA/AAAAAAAA8D8AAAAAAAACQAAAAAAAABBA\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"3216\"},\"selection_policy\":{\"id\":\"3215\"}},\"id\":\"2899\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2873\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"2871\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"2875\",\"type\":\"LinearScale\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"2967\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"2891\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"angle\":{\"value\":-0.7},\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1D91C0\"},\"height\":{\"units\":\"screen\",\"value\":25},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1D91C0\"},\"width\":{\"units\":\"screen\",\"value\":15},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3167\",\"type\":\"Oval\"},{\"attributes\":{},\"id\":\"3243\",\"type\":\"AllLabels\"},{\"attributes\":{\"active_multi\":null,\"tools\":[{\"id\":\"3151\"},{\"id\":\"3152\"},{\"id\":\"3153\"},{\"id\":\"3154\"},{\"id\":\"3155\"},{\"id\":\"3156\"}]},\"id\":\"3158\",\"type\":\"Toolbar\"}],\"root_ids\":[\"3310\"]},\"title\":\"Bokeh Application\",\"version\":\"2.3.2\"}};\n",
       "  var render_items = [{\"docid\":\"732d27d7-d703-4e00-9ed2-d3b40a391866\",\"root_ids\":[\"3310\"],\"roots\":{\"3310\":\"0c05aec8-1393-49c4-9a05-c7b391b4718e\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "3310"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from bokeh.layouts import gridplot\n",
    "#数据\n",
    "N=9\n",
    "x=np.linspace(-2, 2, N)\n",
    "y=x**2\n",
    "sizes = np.linspace(10, 20, N)\n",
    "xpts = np.array([-.09, -.12, .0, .12, .09])\n",
    "ypts = np.array([-.1, .02, .1, .02, -.1])\n",
    "#画布列表\n",
    "figures = []\n",
    "# 1. 环状楔\n",
    "p = figure(title=\"annular_wedge\")\n",
    "p.annular_wedge(x, y, 10, 20, 0.6, 4.1, color=\"#8888ee\",inner_radius_units=\"screen\", outer_radius_units=\"screen\")\n",
    "figures.append(p)\n",
    "# 2. 环状\n",
    "p = figure(title=\"annulus\")\n",
    "p.annulus(x, y, 10, 20,  color=\"#7FC97F\",inner_radius_units=\"screen\", outer_radius_units=\"screen\")\n",
    "figures.append(p)\n",
    "\n",
    "# 3.\n",
    "p = figure(title=\"arc\")\n",
    "p.arc(x, y,20, 0.6, 4.1,radius_units = \"screen\" , color=\"#BEAED4\",line_width=3)\n",
    "figures.append(p)\n",
    "\n",
    "\n",
    "# 4. bezier\n",
    "p = figure(title= \"bezier\")\n",
    "p.bezier(x, y, x+0.2, y, x+0.1, y+0.1,x-0.1, y-0.1,color=\"#8073AC\", line_width=2)\n",
    "figures.append(p)\n",
    "\n",
    "# 5.circle\n",
    "p = figure(title=\"circle\")\n",
    "p.circle(x, y, radius=0.1, color=\"#3288BD\")\n",
    "figures.append(p)\n",
    "\n",
    "# 6.line\n",
    "p = figure(title=\"line\")\n",
    "p.line(x, y, color= \"#F46D43\")\n",
    "figures.append(p)\n",
    "\n",
    "# 7.multi_line\n",
    "p = figure(title= \"multi_line\")\n",
    "p.multi_line([xpts+xx for xx in x],[ypts+yy for yy in y], color=\"#8073AC\",line_width=2)\n",
    "figures.append(p)\n",
    "\n",
    "# 8.oval\n",
    "p = figure(title=\"oval\")\n",
    "p.oval(x,y,15,25, angle=-0.7, color=\"#1D91C0\",width_units=\"screen\", height_units=\"screen\")\n",
    "figures.append(p)\n",
    "\n",
    "# 9. patch\n",
    "p = figure(title=\"patch\" )\n",
    "p.patch(x,y,color=\"#F46D43\")\n",
    "figures.append(p)\n",
    "\n",
    "# 网格展示\n",
    "show(gridplot(figures,ncols=4,plot_width=200,plot_height=200))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "6e897149",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "BokehDeprecationWarning: 'legend' keyword is deprecated, use explicit 'legend_label', 'legend_field', or 'legend_group' keywords instead\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"1d5aa2fa-3965-4959-a0a8-77308898d444\" data-root-id=\"3978\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
       "  var docs_json = {\"d4e8b024-c9b7-407b-b4e6-65d98cf8aeba\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"background_fill_color\":\"#fafafa\",\"below\":[{\"id\":\"3989\"}],\"center\":[{\"id\":\"3992\"},{\"id\":\"3996\"},{\"id\":\"4029\"}],\"left\":[{\"id\":\"3993\"}],\"renderers\":[{\"id\":\"4017\"}],\"title\":{\"id\":\"3979\"},\"toolbar\":{\"id\":\"4004\"},\"x_range\":{\"id\":\"3981\"},\"x_scale\":{\"id\":\"3985\"},\"y_range\":{\"id\":\"3983\"},\"y_scale\":{\"id\":\"3987\"}},\"id\":\"3978\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"3990\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis_label\":\"Petal 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Length\",\"formatter\":{\"id\":\"4025\"},\"major_label_policy\":{\"id\":\"4024\"},\"ticker\":{\"id\":\"3994\"}},\"id\":\"3993\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"4002\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"4026\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4027\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"4013\"},\"glyph\":{\"id\":\"4015\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4016\"},\"view\":{\"id\":\"4018\"}},\"id\":\"4017\",\"type\":\"GlyphRenderer\"}],\"root_ids\":[\"3978\"]},\"title\":\"Bokeh Application\",\"version\":\"2.3.2\"}};\n",
       "  var render_items = [{\"docid\":\"d4e8b024-c9b7-407b-b4e6-65d98cf8aeba\",\"root_ids\":[\"3978\"],\"roots\":{\"3978\":\"1d5aa2fa-3965-4959-a0a8-77308898d444\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "3978"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from bokeh.sampledata.iris import flowers\n",
    "from bokeh.transform import factor_cmap,factor_mark\n",
    "# 鸢尾花品种及分类标记\n",
    "SPECIES = ['setosa','versicolor','virginica']\n",
    "MARKERS = ['hex','circle_x','triangle']\n",
    "# 画布\n",
    "p = figure(title = \"Iris Morphology\",background_fill_color=\"#fafafa\")\n",
    "# 绘图\n",
    "p.scatter(\"petal_length\",\"sepal_width\",source=flowers,legend= \"species\",fill_alpha=0.4,size=12,\n",
    "         marker=factor_mark('species',MARKERS,SPECIES),\n",
    "         color=factor_cmap('species','Category10_3',SPECIES))\n",
    "\n",
    "# 其他\n",
    "p.xaxis.axis_label = 'Petal Length'\n",
    "p.yaxis.axis_label = 'Petal Length'\n",
    "# 显示\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b080ac1e",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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